{"id":2025,"date":"2019-07-15T14:09:01","date_gmt":"2019-07-15T07:09:01","guid":{"rendered":"http:\/\/stat.fsm.undip.ac.id\/v1\/?page_id=2025"},"modified":"2023-08-31T12:16:35","modified_gmt":"2023-08-31T05:16:35","slug":"curriculum-of-2017","status":"publish","type":"page","link":"https:\/\/stat.fsm.undip.ac.id\/v1\/en\/curriculum-of-2017\/","title":{"rendered":"Curriculum of 2017"},"content":{"rendered":"

[et_pb_section fb_built=”1″ admin_label=”Hero” _builder_version=”4.21.0″ background_enable_color=”off” use_background_color_gradient=”on” background_color_gradient_type=”circular” background_color_gradient_direction_radial=”top left” background_color_gradient_stops=”rgba(0,0,71,0.68) 0%|#001e47 100%” background_color_gradient_overlays_image=”on” background_color_gradient_start=”rgba(40,40,40,0.79)” background_color_gradient_end=”rgba(40,40,40,0.86)” background_image=”http:\/\/stat.fsm.undip.ac.id\/v1\/wp-content\/uploads\/2023\/07\/top-view-person-writing-laptop-with-copy-space.jpg” custom_margin=”||||false” custom_padding=”10vw||10vw||true|false” locked=”off” global_colors_info=”{}”][et_pb_row column_structure=”2_3,1_3″ _builder_version=”4.16″ global_colors_info=”{}”][et_pb_column type=”2_3″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_text _builder_version=”4.16″ text_font=”||||||||” header_font=”Rubik|700|||||||” header_font_size=”64px” header_line_height=”1.1em” background_layout=”dark” max_width=”800px” custom_margin=”||0px|” custom_padding=”|||16px” text_font_size_tablet=”14px” text_font_size_last_edited=”off|desktop” header_font_size_tablet=”44px” header_font_size_phone=”32px” header_font_size_last_edited=”on|phone” border_color_all=”#ffb400″ border_width_left=”10px” global_colors_info=”{}”]<\/p>\n

Kurikulum 2017<\/h1>\n

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Departemen Statistika berawal dari Program Studi Statistika di bawah Jurusan Matematika, Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Diponegoro yang didirikan pada tahun 1995.<\/p>\n

[\/et_pb_text][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ admin_label=”About Us” _builder_version=”4.16″ locked=”off” global_colors_info=”{}”][et_pb_row _builder_version=”4.16″ global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_text _builder_version=”4.21.0″ text_font=”||||||||” text_text_color=”#002147″ header_font=”||||||||” header_2_font=”Rubik|700|||||||” header_2_font_size=”42px” header_2_line_height=”1.2em” text_orientation=”center” module_alignment=”center” custom_margin=”|||” custom_padding=”|||” header_2_font_size_tablet=”” header_2_font_size_phone=”36px” header_2_font_size_last_edited=”on|phone” locked=”off” global_colors_info=”{}”]<\/p>\n

Kurikulum 2017<\/span><\/h2>\n

[\/et_pb_text][et_pb_divider color=”#ffb400″ divider_position=”center” divider_weight=”5px” _builder_version=”4.16″ max_width=”50px” module_alignment=”center” locked=”off” global_colors_info=”{}”][\/et_pb_divider][\/et_pb_column][\/et_pb_row][et_pb_row admin_label=”row” _builder_version=”4.16″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” global_colors_info=”{}” locked=”off”][et_pb_column type=”4_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_text admin_label=”Text” _builder_version=”4.16″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” global_colors_info=”{}”]<\/p>\n

The 2017 Statistics curriculum consists of 144 credits: 98 credits for mandatory courses and 16 credits for general courses and 30 credits for optional courses. The course created from the correlation of the study material and the learning achievement in the curriculum maps, in which every study materials has its own weight to be later specified in the credits.<\/span><\/p>\n

\u00a0<\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
No<\/span><\/td>\nStudy Material<\/span><\/td>\nCourse<\/span><\/td>\nCredit<\/span><\/td>\nMandatory \/ Optional<\/span><\/td>\nCompetence<\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\nBasic mathematics<\/span><\/td>\n1. Calculus 1<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\nSupporting<\/span><\/td>\n<\/tr>\n
2. Linear element algebra<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
3. Calculus II<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
4. Calculus III<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
2<\/span><\/td>\nTheory of statistics<\/span><\/td>\n1. Introduction to probability<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\nMain<\/span><\/td>\n<\/tr>\n
2. Mathematical statistics I<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
3. Mathematical statistics II<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
4. Stochastic process<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
5. Bayesian inference<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
3<\/span><\/td>\nBasic statistics<\/span><\/td>\n1. Statistics method<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\nMain<\/span><\/td>\n<\/tr>\n
2. Exploratory data analysis<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
3. Non parametric statistics<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
4. Sampling survey method<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
5. Regression analysis<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
6. Experimental design<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
7. Categorical data analysis<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
8. Research method<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
9. Chronological analysis<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
10. Multivariate statistics<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
11. Data analysis<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
4<\/span><\/td>\nBasic computer<\/span><\/td>\n1. Numeric method<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\nMain<\/span><\/td>\n<\/tr>\n
2. Algorithm and programming<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
3. Database<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
4. Computational statistics<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
5. Technical simulations<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
5<\/span><\/td>\nEconomic and business statistics<\/span><\/td>\n1. Insurance<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\nMain<\/span><\/td>\n<\/tr>\n
2. Advanced insurance<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
3. Econometrics<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
4. Advanced econometrics<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
5. Introduction to economy<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
6. Financial mathematics<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
7. Financial analysis<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
8. Theory of decision<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
9. Theory of business decision<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
10. Risk management<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
11. Portofolio management<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
6<\/span><\/td>\nIndustrial statistics<\/span><\/td>\n1. Statistics quality control<\/span><\/td>\n33<\/span><\/td>\nM<\/span><\/td>\nMain<\/span><\/td>\n<\/tr>\n
2. Advanced experimental design<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
3. Reliability<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
4. Operational management<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
5. Quality management<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
6. Operational research<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
7. Theory of queue<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
7<\/span><\/td>\nComputational statistics and SIM<\/span><\/td>\n1. Information system management<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\nMain<\/span><\/td>\n<\/tr>\n
2. Optimization method<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
3. Advanced computational statistics<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
4. Boostrap method<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
5. Artificial neural network<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
6. Non parametric regression<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
7. Wavelet method<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
8. Data mining<\/span><\/td>\n3<\/span><\/td>\nM<\/span><\/td>\n<\/tr>\n
8<\/span><\/td>\nSocial and governmental statistics<\/span><\/td>\n1. Governmental statistics<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\nMain<\/span><\/td>\n<\/tr>\n
2. Demography statistics<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
3. Market research method<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
4. Spatial statistics<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
5. Marketing management<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n
6. SEM<\/span><\/td>\n3<\/span><\/td>\nO<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Mandatory courses by the university<\/span><\/p>\n

\u00a0<\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n
No<\/span><\/td>\nCode<\/span><\/td>\nCourse<\/span><\/td>\nCredit<\/span><\/td>\nSemester<\/span><\/td>\nCompetence<\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\nUNWOO-001<\/span><\/td>\nReligious education<\/span><\/td>\n2<\/span><\/td>\nI<\/span><\/td>\nOther<\/span><\/td>\n<\/tr>\n
2<\/span><\/td>\nUNWOO-002<\/span><\/td>\nCivics<\/span><\/td>\n2<\/span><\/td>\nI<\/span><\/td>\nOther<\/span><\/td>\n<\/tr>\n
3<\/span><\/td>\nUNWOO-003<\/span><\/td>\nBahasa Indonesia<\/span><\/td>\n2<\/span><\/td>\nI<\/span><\/td>\nOther<\/span><\/td>\n<\/tr>\n
4<\/span><\/td>\nUNWOO-004<\/span><\/td>\nPancasila<\/span><\/td>\n2<\/span><\/td>\nII<\/span><\/td>\nOther<\/span><\/td>\n<\/tr>\n
5<\/span><\/td>\nUNWOO-005<\/span><\/td>\nEnglish<\/span><\/td>\n2<\/span><\/td>\nII<\/span><\/td>\nOther<\/span><\/td>\n<\/tr>\n
6<\/span><\/td>\nUNWOO-006<\/span><\/td>\nPhysical education<\/span><\/td>\n1<\/span><\/td>\nII<\/span><\/td>\nOther<\/span><\/td>\n<\/tr>\n
7<\/span><\/td>\nUNWOO-007<\/span><\/td>\nEntrepreneurship<\/span><\/td>\n3<\/span><\/td>\nIII<\/span><\/td>\nOther<\/span><\/td>\n<\/tr>\n
8<\/span><\/td>\nUNWOO-008<\/span><\/td>\nCollege community service<\/span><\/td>\n3<\/span><\/td>\nVII<\/span><\/td>\nOther<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

\u00a0<\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
No<\/span><\/td>\nCode<\/span><\/td>\nCourse<\/span><\/td>\nCredit<\/span><\/td>\nRequirement<\/span><\/td>\nSemester<\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\nAST21-311<\/span><\/td>\nFinancial mathematics<\/span><\/td>\n3<\/span><\/td>\n–<\/span><\/td>\nI<\/span><\/td>\n<\/tr>\n
2<\/span><\/td>\nAST21-312<\/span><\/td>\nCalculus I<\/span><\/td>\n3<\/span><\/td>\n–<\/span><\/td>\nI<\/span><\/td>\n<\/tr>\n
3<\/span><\/td>\nAST21-313<\/span><\/td>\nLinear elementary algebra<\/span><\/td>\n3<\/span><\/td>\n–<\/span><\/td>\nI<\/span><\/td>\n<\/tr>\n
4<\/span><\/td>\nAST21-314<\/span><\/td>\nAlgorithm and programming<\/span><\/td>\n3<\/span><\/td>\n–<\/span><\/td>\nI<\/span><\/td>\n<\/tr>\n
5<\/span><\/td>\nAST21-315<\/span><\/td>\nStatistics method<\/span><\/td>\n3<\/span><\/td>\n–<\/span><\/td>\nI<\/span><\/td>\n<\/tr>\n
6<\/span><\/td>\nAST21-321<\/span><\/td>\nCalculus II<\/span><\/td>\n3<\/span><\/td>\nCalculus I<\/span><\/td>\nII<\/span><\/td>\n<\/tr>\n
7<\/span><\/td>\nAST21-322<\/span><\/td>\nDatabase<\/span><\/td>\n3<\/span><\/td>\nAlgorithm and programming<\/span><\/td>\nII<\/span><\/td>\n<\/tr>\n
8<\/span><\/td>\nAST21-323<\/span><\/td>\nIntroduction to probability<\/span><\/td>\n3<\/span><\/td>\nStatistics method<\/span><\/td>\nII<\/span><\/td>\n<\/tr>\n
9<\/span><\/td>\nAST21-324<\/span><\/td>\nExploratory data analysis<\/span><\/td>\n3<\/span><\/td>\nStatistics method<\/span><\/td>\nII<\/span><\/td>\n<\/tr>\n
10<\/span><\/td>\nAST21-325<\/span><\/td>\nNon parametric statistics<\/span><\/td>\n3<\/span><\/td>\nStatistics method<\/span><\/td>\nII<\/span><\/td>\n<\/tr>\n
11<\/span><\/td>\nAST21-331<\/span><\/td>\nCalculus III<\/span><\/td>\n3<\/span><\/td>\nCalculus II<\/span><\/td>\nIII<\/span><\/td>\n<\/tr>\n
12<\/span><\/td>\nAST21-332<\/span><\/td>\nNumeric method<\/span><\/td>\n3<\/span><\/td>\nAlgorithm and programming<\/span><\/td>\nIII<\/span><\/td>\n<\/tr>\n
13<\/span><\/td>\nAST21-333<\/span><\/td>\nInsurance<\/span><\/td>\n3<\/span><\/td>\nIntroduction to probability<\/span><\/td>\nIII<\/span><\/td>\n<\/tr>\n
14<\/span><\/td>\nAST21-334<\/span><\/td>\nMathematical statistics I<\/span><\/td>\n3<\/span><\/td>\nIntroduction to probability<\/span><\/td>\nIII<\/span><\/td>\n<\/tr>\n
15<\/span><\/td>\nAST21-335<\/span><\/td>\nSampling survey method<\/span><\/td>\n3<\/span><\/td>\nStatistics method<\/span><\/td>\nIII<\/span><\/td>\n<\/tr>\n
16<\/span><\/td>\nAST21-336<\/span><\/td>\nRegression analysis<\/span><\/td>\n3<\/span><\/td>\nStatistics method<\/span><\/td>\nIII<\/span><\/td>\n<\/tr>\n
17<\/span><\/td>\nAST21-341<\/span><\/td>\nResearch method<\/span><\/td>\n3<\/span><\/td>\nSampling survey method<\/span><\/td>\nIII<\/span><\/td>\n<\/tr>\n
18<\/span><\/td>\nAST21-342<\/span><\/td>\nComputational statistics<\/span><\/td>\n3<\/span><\/td>\nAlgorithm and programming<\/span><\/td>\nIV<\/span><\/td>\n<\/tr>\n
19<\/span><\/td>\nAST21-343<\/span><\/td>\nMathematical statistics II<\/span><\/td>\n3<\/span><\/td>\nMathematical statistics II<\/span><\/td>\nIV<\/span><\/td>\n<\/tr>\n
20<\/span><\/td>\nAST21-344<\/span><\/td>\nCategorical data analysis<\/span><\/td>\n3<\/span><\/td>\nRegression analysis<\/span><\/td>\nIV<\/span><\/td>\n<\/tr>\n
21<\/span><\/td>\nAST21-345<\/span><\/td>\nExperimental design<\/span><\/td>\n3<\/span><\/td>\nStatistics method<\/span><\/td>\nIV<\/span><\/td>\n<\/tr>\n
22<\/span><\/td>\nAST21-346<\/span><\/td>\nEconometrics<\/span><\/td>\n3<\/span><\/td>\nRegression analysis<\/span><\/td>\nIV<\/span><\/td>\n<\/tr>\n
23<\/span><\/td>\nAST21-347<\/span><\/td>\nMarketing management<\/span><\/td>\n3<\/span><\/td>\n–<\/span><\/td>\nV<\/span><\/td>\n<\/tr>\n
24<\/span><\/td>\nAST21-351<\/span><\/td>\nStochastic process<\/span><\/td>\n3<\/span><\/td>\nMathematical statistics I<\/span><\/td>\nV<\/span><\/td>\n<\/tr>\n
25<\/span><\/td>\nAST21-352<\/span><\/td>\nChronological analysis<\/span><\/td>\n3<\/span><\/td>\nRegression analysis<\/span><\/td>\nV<\/span><\/td>\n<\/tr>\n
26<\/span><\/td>\nAST21-353<\/span><\/td>\nMultivariate statistics<\/span><\/td>\n3<\/span><\/td>\nElementary linear algebra. Mathematical statistics II<\/span><\/td>\nV<\/span><\/td>\n<\/tr>\n
27<\/span><\/td>\nAST21-354<\/span><\/td>\nStatistics quality control<\/span><\/td>\n3<\/span><\/td>\nStatistics method<\/span><\/td>\nV<\/span><\/td>\n<\/tr>\n
28<\/span><\/td>\nAST21-361<\/span><\/td>\nData mining<\/span><\/td>\n3<\/span><\/td>\nComputational statistics<\/span><\/td>\nVI<\/span><\/td>\n<\/tr>\n
29<\/span><\/td>\nAST21-362<\/span><\/td>\nTechnical simulations<\/span><\/td>\n3<\/span><\/td>\nAlgorithm and programming<\/span><\/td>\nVI<\/span><\/td>\n<\/tr>\n
30<\/span><\/td>\nAST21-363<\/span><\/td>\nData analysis<\/span><\/td>\n3<\/span><\/td>\nExploratory data analysis, regression analysis, multivariate statistics<\/span><\/td>\nVI<\/span><\/td>\n<\/tr>\n
31<\/span><\/td>\nAST21-371<\/span><\/td>\nField study practice<\/span><\/td>\n2<\/span><\/td>\n–<\/span><\/td>\nVII<\/span><\/td>\n<\/tr>\n
32<\/span><\/td>\nAST21-372<\/span><\/td>\nSeminar<\/span><\/td>\n2<\/span><\/td>\n–<\/span><\/td>\nVII<\/span><\/td>\n<\/tr>\n
33<\/span><\/td>\nAST21-381<\/span><\/td>\nThesis<\/span><\/td>\n4<\/span><\/td>\nSeminar<\/span><\/td>\nVIII<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Economics and business optional courses<\/span><\/p>\n

\u00a0<\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n
No<\/span><\/td>\nCode<\/span><\/td>\nCourse<\/span><\/td>\nCredit<\/span><\/td>\nRequirement<\/span><\/td>\nSemester<\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\nAST21-441<\/span><\/td>\nIntroduction to economic<\/span><\/td>\n3<\/span><\/td>\n–<\/span><\/td>\nIV<\/span><\/td>\n<\/tr>\n
2<\/span><\/td>\nAST21-442<\/span><\/td>\nTheory of decision<\/span><\/td>\n3<\/span><\/td>\n–<\/span><\/td>\nV<\/span><\/td>\n<\/tr>\n
3<\/span><\/td>\nAST21-443<\/span><\/td>\nAdvanced econometrics<\/span><\/td>\n3<\/span><\/td>\nEconometrics<\/span><\/td>\nV<\/span><\/td>\n<\/tr>\n
4<\/span><\/td>\nAST21-444<\/span><\/td>\nBusiness decision analysis<\/span><\/td>\n3<\/span><\/td>\nRegression analysis<\/span><\/td>\nV<\/span><\/td>\n<\/tr>\n
5<\/span><\/td>\nAST21-445<\/span><\/td>\nRisk management<\/span><\/td>\n3<\/span><\/td>\nFinancial mathematics<\/span><\/td>\nVI<\/span><\/td>\n<\/tr>\n
6<\/span><\/td>\nAST21-446<\/span><\/td>\nFinancial analysis<\/span><\/td>\n3<\/span><\/td>\nFinancial mathematics<\/span><\/td>\nVI<\/span><\/td>\n<\/tr>\n
7<\/span><\/td>\nAST21-447<\/span><\/td>\nPortofolio management<\/span><\/td>\n3<\/span><\/td>\nRisk management<\/span><\/td>\nVII<\/span><\/td>\n<\/tr>\n
8<\/span><\/td>\nAST21-448<\/span><\/td>\nAdvanced insurance<\/span><\/td>\n3<\/span><\/td>\nInsurance<\/span><\/td>\nVII<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Industrial optional courses<\/span><\/p>\n

\u00a0<\/span><\/p>\n\n\n\n\n\n\n\n\n\n
No<\/span><\/td>\nCode<\/span><\/td>\nCourse<\/span><\/td>\nCredit<\/span><\/td>\nRequirement<\/span><\/td>\nSemester<\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\nAST21-421<\/span><\/td>\nOperational research<\/span><\/td>\n3<\/span><\/td>\nElementary linear algebra<\/span><\/td>\nIV<\/span><\/td>\n<\/tr>\n
2<\/span><\/td>\nAST21-422<\/span><\/td>\nTheory of queue<\/span><\/td>\n3<\/span><\/td>\nMathematical statistics I<\/span><\/td>\nV<\/span><\/td>\n<\/tr>\n
3<\/span><\/td>\nAST21-423<\/span><\/td>\nAdvanced experimental design<\/span><\/td>\n3<\/span><\/td>\nExperimental design<\/span><\/td>\nV<\/span><\/td>\n<\/tr>\n
4<\/span><\/td>\nAST21-424<\/span><\/td>\nReliability<\/span><\/td>\n3<\/span><\/td>\nMathematical statistics II<\/span><\/td>\nVI<\/span><\/td>\n<\/tr>\n
5<\/span><\/td>\nAST21-425<\/span><\/td>\nOperational management<\/span><\/td>\n3<\/span><\/td>\nOperational research<\/span><\/td>\nVI<\/span><\/td>\n<\/tr>\n
6<\/span><\/td>\nAST21-426<\/span><\/td>\nQuality management<\/span><\/td>\n3<\/span><\/td>\nStatistics quality control<\/span><\/td>\nVII<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Computational optional courses<\/span><\/p>\n

\u00a0<\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n
No<\/span><\/td>\nCode<\/span><\/td>\nCourse<\/span><\/td>\nCredit<\/span><\/td>\nRequirement<\/span><\/td>\nSemester<\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\nAST21-411<\/span><\/td>\nInformation system management<\/span><\/td>\n3<\/span><\/td>\n–<\/span><\/td>\nIV<\/span><\/td>\n<\/tr>\n
2<\/span><\/td>\nAST21-412<\/span><\/td>\nOptimization method<\/span><\/td>\n3<\/span><\/td>\nNumeric method<\/span><\/td>\nIV<\/span><\/td>\n<\/tr>\n
3<\/span><\/td>\nAST21-413<\/span><\/td>\nAdvanced computational statistics<\/span><\/td>\n3<\/span><\/td>\nDatabase, computational statistics<\/span><\/td>\nV<\/span><\/td>\n<\/tr>\n
4<\/span><\/td>\nAST21-414<\/span><\/td>\nBootstarp analysis<\/span><\/td>\n3<\/span><\/td>\nSampling survey method<\/span><\/td>\nV<\/span><\/td>\n<\/tr>\n
5<\/span><\/td>\nAST21-415<\/span><\/td>\nArtificial neural network<\/span><\/td>\n3<\/span><\/td>\nAlgorithm and programming<\/span><\/td>\nVI<\/span><\/td>\n<\/tr>\n
6<\/span><\/td>\nAST21-416<\/span><\/td>\nNon parametric regression analysis<\/span><\/td>\n3<\/span><\/td>\nRegression analysis<\/span><\/td>\nVI<\/span><\/td>\n<\/tr>\n
7<\/span><\/td>\nAST21-417<\/span><\/td>\nBayesian inference<\/span><\/td>\n3<\/span><\/td>\nMathematical statistics II<\/span><\/td>\nVII<\/span><\/td>\n<\/tr>\n
8<\/span><\/td>\nAST21-418<\/span><\/td>\nWavelet method<\/span><\/td>\n3<\/span><\/td>\nElementary linear algebra<\/span><\/td>\nVII<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Social and governmental optional courses<\/span><\/p>\n

\u00a0<\/span><\/p>\n\n\n\n\n\n\n\n\n
No<\/span><\/td>\nCode<\/span><\/td>\nCourse<\/span><\/td>\nCredit<\/span><\/td>\nRequirement<\/span><\/td>\nSemester<\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\nAST21-431<\/span><\/td>\nDemography statistics<\/span><\/td>\n3<\/span><\/td>\n–<\/span><\/td>\nIV<\/span><\/td>\n<\/tr>\n
2<\/span><\/td>\nAST21-432<\/span><\/td>\nMarket research method<\/span><\/td>\n3<\/span><\/td>\nMarketing management<\/span><\/td>\nV<\/span><\/td>\n<\/tr>\n
3<\/span><\/td>\nAST21-433<\/span><\/td>\nKapita Selekta I : Spatial statistics<\/span><\/td>\n3<\/span><\/td>\nRegression analysis<\/span><\/td>\nV<\/span><\/td>\n<\/tr>\n
4<\/span><\/td>\nAST21-434<\/span><\/td>\nKapita Selekta II : SEM<\/span><\/td>\n3<\/span><\/td>\nMultivariate statistics<\/span><\/td>\nVI<\/span><\/td>\n<\/tr>\n
5<\/span><\/td>\nAST21-435<\/span><\/td>\nGovernmental statistics<\/span><\/td>\n3<\/span><\/td>\nDemography statistics<\/span><\/td>\nVI<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Curriculum design 2017<\/span><\/p>\n

\u00a0<\/span><\/p>\n

First semester<\/span><\/p>\n

\u00a0<\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n
No<\/span><\/td>\nCode<\/span><\/td>\nCourse<\/span><\/td>\nRequirement<\/span><\/td>\nCredit<\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\nUNW00-001<\/span><\/td>\nReligious education<\/span><\/td>\n–<\/span><\/td>\n2<\/span><\/td>\n<\/tr>\n
2<\/span><\/td>\nUNW00-003<\/span><\/td>\nCivics<\/span><\/td>\n–<\/span><\/td>\n2<\/span><\/td>\n<\/tr>\n
3<\/span><\/td>\nAST21-311<\/span><\/td>\nFinancial mathematics<\/span><\/td>\n–<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
4<\/span><\/td>\nAST21-312<\/span><\/td>\nCalculus I<\/span><\/td>\n–<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
5<\/span><\/td>\nAST21-313<\/span><\/td>\nElementary linear algebra<\/span><\/td>\n–<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
6<\/span><\/td>\nAST21-314<\/span><\/td>\nAlgorithm and programming<\/span><\/td>\n–<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
7<\/span><\/td>\nAST21-315<\/span><\/td>\nStatistics method<\/span><\/td>\n–<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n19<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Second semester<\/span><\/p>\n

\u00a0<\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n
No<\/span><\/td>\nCode<\/span><\/td>\nCourse<\/span><\/td>\nRequirement<\/span><\/td>\nCredit<\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\nUNW00-002<\/span><\/td>\nPancasila<\/span><\/td>\n–<\/span><\/td>\n2<\/span><\/td>\n<\/tr>\n
2<\/span><\/td>\nUNW00-006<\/span><\/td>\nEnglish<\/span><\/td>\n–<\/span><\/td>\n2<\/span><\/td>\n<\/tr>\n
3<\/span><\/td>\nUNW00-005<\/span><\/td>\nPhysical education<\/span><\/td>\n–<\/span><\/td>\n1<\/span><\/td>\n<\/tr>\n
4<\/span><\/td>\nAST21-321<\/span><\/td>\nCalculus II<\/span><\/td>\nCalculus I<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
5<\/span><\/td>\nAST21-322<\/span><\/td>\nDatabase<\/span><\/td>\nAlgorithm and programming<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
6<\/span><\/td>\nAST21-333<\/span><\/td>\nIntroduction to probability<\/span><\/td>\nStatistics method<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
7<\/span><\/td>\nAST21-334<\/span><\/td>\nExploratory data analysis<\/span><\/td>\nStatistics method<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
8<\/span><\/td>\nAST21-335<\/span><\/td>\nNon parametric statistics<\/span><\/td>\nStatistics method<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n20<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Third semester<\/span><\/p>\n

\u00a0<\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n
No<\/span><\/td>\nCode<\/span><\/td>\nCourse<\/span><\/td>\nRequirement<\/span><\/td>\nCredit<\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\nUNW00-004<\/span><\/td>\nBahasa Indonesia<\/span><\/td>\n–<\/span><\/td>\n2<\/span><\/td>\n<\/tr>\n
2<\/span><\/td>\nAST21-331<\/span><\/td>\nCalculus III<\/span><\/td>\nCalculus II<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
3<\/span><\/td>\nAST21-332<\/span><\/td>\nNumeric method<\/span><\/td>\nAlgorithm and programming<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
4<\/span><\/td>\nAST21-333<\/span><\/td>\nInsurance<\/span><\/td>\nIntroduction to probability<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
5<\/span><\/td>\nAST21-334<\/span><\/td>\nMathematical statistics I<\/span><\/td>\nIntroduction to probability<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
6<\/span><\/td>\nAST21-335<\/span><\/td>\nSampling survey method<\/span><\/td>\nStatistics method<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
7<\/span><\/td>\nAST21-336<\/span><\/td>\nRegression analysis<\/span><\/td>\nStatistics method<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n20<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Fourth semester<\/span><\/p>\n

\u00a0<\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n
No<\/span><\/td>\nCode<\/span><\/td>\nCourse<\/span><\/td>\nRequirement<\/span><\/td>\nCredit<\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\nAST21-341<\/span><\/td>\nResearch method<\/span><\/td>\nSampling survey method<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
2<\/span><\/td>\nAST21-342<\/span><\/td>\nComputational statistics<\/span><\/td>\nAlgorithm and programming<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
3<\/span><\/td>\nAST21-343<\/span><\/td>\nMathematical statistics II<\/span><\/td>\nMathematical statistics II<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
4<\/span><\/td>\nAST21-344<\/span><\/td>\nCategorical data analysis<\/span><\/td>\nRegression analysis<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
5<\/span><\/td>\nAST21-345<\/span><\/td>\nExperimental design<\/span><\/td>\nStatistics method<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
6<\/span><\/td>\nAST21-346<\/span><\/td>\nEconometrics<\/span><\/td>\nRegression analysis<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
7<\/span><\/td>\nAST21-347<\/span><\/td>\nMarketing management<\/span><\/td>\n–<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
8<\/span><\/td>\n\u00a0<\/span><\/td>\nOptional course 1<\/span><\/td>\n–<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n23<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Fifth semester<\/span><\/p>\n

\u00a0<\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n
No<\/span><\/td>\nCode<\/span><\/td>\nCourse<\/span><\/td>\nRequirement<\/span><\/td>\nCredit<\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\nAST21-351<\/span><\/td>\nStochastic process<\/span><\/td>\nMathematical statistics II<\/span><\/td>\n\u00a0<\/span><\/td>\n<\/tr>\n
2<\/span><\/td>\nAST21-352<\/span><\/td>\nChronological analysis<\/span><\/td>\nRegression analysis<\/span><\/td>\n\u00a0<\/span><\/td>\n<\/tr>\n
3<\/span><\/td>\nAST21-353<\/span><\/td>\nMultivariate statistics<\/span><\/td>\nElementary linear algebra, mathematical statistics II<\/span><\/td>\n\u00a0<\/span><\/td>\n<\/tr>\n
4<\/span><\/td>\nAST21-354<\/span><\/td>\nStatistics quality control<\/span><\/td>\nStatistics method<\/span><\/td>\n\u00a0<\/span><\/td>\n<\/tr>\n
5<\/span><\/td>\nUNW00-007<\/span><\/td>\nEntrepreneurship<\/span><\/td>\n–<\/span><\/td>\n\u00a0<\/span><\/td>\n<\/tr>\n
6<\/span><\/td>\n\u00a0<\/span><\/td>\nOptional course 2<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n<\/tr>\n
7<\/span><\/td>\n\u00a0<\/span><\/td>\nOptional course 3<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n<\/tr>\n
8<\/span><\/td>\n\u00a0<\/span><\/td>\nOptional course 4<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n<\/tr>\n
\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n23<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Sixth semester<\/span><\/p>\n

\u00a0<\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n
No<\/span><\/td>\nCode<\/span><\/td>\nCourse<\/span><\/td>\nRequirement<\/span><\/td>\nCredit<\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\nAST21-361<\/span><\/td>\nData mining<\/span><\/td>\nComputational statistics<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
2<\/span><\/td>\nAST21-362<\/span><\/td>\nTechnical simulations<\/span><\/td>\nAlgorithm and programming<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
3<\/span><\/td>\nAST21-363<\/span><\/td>\nData analysis<\/span><\/td>\nExploratory data analysis, multivariate statistics<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
4<\/span><\/td>\n\u00a0<\/span><\/td>\nOptional course 5<\/span><\/td>\n\u00a0<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
5<\/span><\/td>\n\u00a0<\/span><\/td>\nOptional course 6<\/span><\/td>\n\u00a0<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
6<\/span><\/td>\n\u00a0<\/span><\/td>\nOptional course 7<\/span><\/td>\n\u00a0<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n18<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Seventh semester<\/span><\/p>\n

\u00a0<\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n
No<\/span><\/td>\nCode<\/span><\/td>\nCourse<\/span><\/td>\nRequirement<\/span><\/td>\nCredit<\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\nAST21-371<\/span><\/td>\nField study<\/span><\/td>\n\u00a0<\/span><\/td>\n1<\/span><\/td>\n<\/tr>\n
2<\/span><\/td>\nAST21-372<\/span><\/td>\nField practice<\/span><\/td>\n\u00a0<\/span><\/td>\n2<\/span><\/td>\n<\/tr>\n
3<\/span><\/td>\nUNW00-008<\/span><\/td>\nCollege community service<\/span><\/td>\n\u00a0<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
4<\/span><\/td>\nAST21-373<\/span><\/td>\nSeminar<\/span><\/td>\n\u00a0<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
5<\/span><\/td>\n\u00a0<\/span><\/td>\nOptional course 8<\/span><\/td>\n\u00a0<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
6<\/span><\/td>\n\u00a0<\/span><\/td>\nOptional course 9<\/span><\/td>\n\u00a0<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
7<\/span><\/td>\n\u00a0<\/span><\/td>\nOptional course 10<\/span><\/td>\n\u00a0<\/span><\/td>\n3<\/span><\/td>\n<\/tr>\n
\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n17<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Eighth semester<\/span><\/p>\n

\u00a0<\/span><\/p>\n\n\n\n\n\n
No<\/span><\/td>\nCode<\/span><\/td>\nCourse<\/span><\/td>\nRequirement<\/span><\/td>\nCredit<\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\nAST21-381<\/span><\/td>\nThesis<\/span><\/td>\n–<\/span><\/td>\n4<\/span><\/td>\n<\/tr>\n
\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n\u00a0<\/span><\/td>\n4<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Total credits : 144 credits<\/span><\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"

Kurikulum 2017Departemen Statistika berawal dari Program Studi Statistika di bawah Jurusan Matematika, Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Diponegoro yang didirikan pada tahun 1995.Kurikulum 2017The 2017 Statistics curriculum consists of 144 credits: 98 credits for mandatory courses and 16 credits for general courses and 30 credits for optional courses. The course created from the […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"The 2017 Statistics curriculum consists of 144 credits: 98 credits for mandatory courses and 16 credits for general courses and 30 credits for optional courses. The course created from the correlation of the study material and the learning achievement in the curriculum maps, in which every study materials has its own weight to be later specified in the credits.\r\n\r\n \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
No<\/td>\r\nStudy Material<\/td>\r\nCourse<\/td>\r\nCredit<\/td>\r\nMandatory \/ Optional<\/td>\r\nCompetence<\/td>\r\n<\/tr>\r\n
1<\/td>\r\nBasic mathematics<\/td>\r\n1. Calculus 1<\/td>\r\n3<\/td>\r\nM<\/td>\r\nSupporting<\/td>\r\n<\/tr>\r\n
2. Linear element algebra<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
3. Calculus II<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
4. Calculus III<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
2<\/td>\r\nTheory of statistics<\/td>\r\n1. Introduction to probability<\/td>\r\n3<\/td>\r\nM<\/td>\r\nMain<\/td>\r\n<\/tr>\r\n
2. Mathematical statistics I<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
3. Mathematical statistics II<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
4. Stochastic process<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
5. Bayesian inference<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
3<\/td>\r\nBasic statistics<\/td>\r\n1. Statistics method<\/td>\r\n3<\/td>\r\nM<\/td>\r\nMain<\/td>\r\n<\/tr>\r\n
2. Exploratory data analysis<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
3. Non parametric statistics<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
4. Sampling survey method<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
5. Regression analysis<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
6. Experimental design<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
7. Categorical data analysis<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
8. Research method<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
9. Chronological analysis<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
10. Multivariate statistics<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
11. Data analysis<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
4<\/td>\r\nBasic computer<\/td>\r\n1. Numeric method<\/td>\r\n3<\/td>\r\nM<\/td>\r\nMain<\/td>\r\n<\/tr>\r\n
2. Algorithm and programming<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
3. Database<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
4. Computational statistics<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
5. Technical simulations<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
5<\/td>\r\nEconomic and business statistics<\/td>\r\n1. Insurance<\/td>\r\n3<\/td>\r\nM<\/td>\r\nMain<\/td>\r\n<\/tr>\r\n
2. Advanced insurance<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
3. Econometrics<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
4. Advanced econometrics<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
5. Introduction to economy<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
6. Financial mathematics<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
7. Financial analysis<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
8. Theory of decision<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
9. Theory of business decision<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
10. Risk management<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
11. Portofolio management<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
6<\/td>\r\nIndustrial statistics<\/td>\r\n1. Statistics quality control<\/td>\r\n33<\/td>\r\nM<\/td>\r\nMain<\/td>\r\n<\/tr>\r\n
2. Advanced experimental design<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
3. Reliability<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
4. Operational management<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
5. Quality management<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
6. Operational research<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
7. Theory of queue<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
7<\/td>\r\nComputational statistics and SIM<\/td>\r\n1. Information system management<\/td>\r\n3<\/td>\r\nO<\/td>\r\nMain<\/td>\r\n<\/tr>\r\n
2. Optimization method<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
3. Advanced computational statistics<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
4. Boostrap method<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
5. Artificial neural network<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
6. Non parametric regression<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
7. Wavelet method<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
8. Data mining<\/td>\r\n3<\/td>\r\nM<\/td>\r\n<\/tr>\r\n
8<\/td>\r\nSocial and governmental statistics<\/td>\r\n1. Governmental statistics<\/td>\r\n3<\/td>\r\nO<\/td>\r\nMain<\/td>\r\n<\/tr>\r\n
2. Demography statistics<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
3. Market research method<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
4. Spatial statistics<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
5. Marketing management<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n
6. SEM<\/td>\r\n3<\/td>\r\nO<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n\r\nMandatory courses by the university\r\n\r\n \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
No<\/td>\r\nCode<\/td>\r\nCourse<\/td>\r\nCredit<\/td>\r\nSemester<\/td>\r\nCompetence<\/td>\r\n<\/tr>\r\n
1<\/td>\r\nUNWOO-001<\/td>\r\nReligious education<\/td>\r\n2<\/td>\r\nI<\/td>\r\nOther<\/td>\r\n<\/tr>\r\n
2<\/td>\r\nUNWOO-002<\/td>\r\nCivics<\/td>\r\n2<\/td>\r\nI<\/td>\r\nOther<\/td>\r\n<\/tr>\r\n
3<\/td>\r\nUNWOO-003<\/td>\r\nBahasa Indonesia<\/td>\r\n2<\/td>\r\nI<\/td>\r\nOther<\/td>\r\n<\/tr>\r\n
4<\/td>\r\nUNWOO-004<\/td>\r\nPancasila<\/td>\r\n2<\/td>\r\nII<\/td>\r\nOther<\/td>\r\n<\/tr>\r\n
5<\/td>\r\nUNWOO-005<\/td>\r\nEnglish<\/td>\r\n2<\/td>\r\nII<\/td>\r\nOther<\/td>\r\n<\/tr>\r\n
6<\/td>\r\nUNWOO-006<\/td>\r\nPhysical education<\/td>\r\n1<\/td>\r\nII<\/td>\r\nOther<\/td>\r\n<\/tr>\r\n
7<\/td>\r\nUNWOO-007<\/td>\r\nEntrepreneurship<\/td>\r\n3<\/td>\r\nIII<\/td>\r\nOther<\/td>\r\n<\/tr>\r\n
8<\/td>\r\nUNWOO-008<\/td>\r\nCollege community service<\/td>\r\n3<\/td>\r\nVII<\/td>\r\nOther<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n\r\n \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
No<\/td>\r\nCode<\/td>\r\nCourse<\/td>\r\nCredit<\/td>\r\nRequirement<\/td>\r\nSemester<\/td>\r\n<\/tr>\r\n
1<\/td>\r\nAST21-311<\/td>\r\nFinancial mathematics<\/td>\r\n3<\/td>\r\n-<\/td>\r\nI<\/td>\r\n<\/tr>\r\n
2<\/td>\r\nAST21-312<\/td>\r\nCalculus I<\/td>\r\n3<\/td>\r\n-<\/td>\r\nI<\/td>\r\n<\/tr>\r\n
3<\/td>\r\nAST21-313<\/td>\r\nLinear elementary algebra<\/td>\r\n3<\/td>\r\n-<\/td>\r\nI<\/td>\r\n<\/tr>\r\n
4<\/td>\r\nAST21-314<\/td>\r\nAlgorithm and programming<\/td>\r\n3<\/td>\r\n-<\/td>\r\nI<\/td>\r\n<\/tr>\r\n
5<\/td>\r\nAST21-315<\/td>\r\nStatistics method<\/td>\r\n3<\/td>\r\n-<\/td>\r\nI<\/td>\r\n<\/tr>\r\n
6<\/td>\r\nAST21-321<\/td>\r\nCalculus II<\/td>\r\n3<\/td>\r\nCalculus I<\/td>\r\nII<\/td>\r\n<\/tr>\r\n
7<\/td>\r\nAST21-322<\/td>\r\nDatabase<\/td>\r\n3<\/td>\r\nAlgorithm and programming<\/td>\r\nII<\/td>\r\n<\/tr>\r\n
8<\/td>\r\nAST21-323<\/td>\r\nIntroduction to probability<\/td>\r\n3<\/td>\r\nStatistics method<\/td>\r\nII<\/td>\r\n<\/tr>\r\n
9<\/td>\r\nAST21-324<\/td>\r\nExploratory data analysis<\/td>\r\n3<\/td>\r\nStatistics method<\/td>\r\nII<\/td>\r\n<\/tr>\r\n
10<\/td>\r\nAST21-325<\/td>\r\nNon parametric statistics<\/td>\r\n3<\/td>\r\nStatistics method<\/td>\r\nII<\/td>\r\n<\/tr>\r\n
11<\/td>\r\nAST21-331<\/td>\r\nCalculus III<\/td>\r\n3<\/td>\r\nCalculus II<\/td>\r\nIII<\/td>\r\n<\/tr>\r\n
12<\/td>\r\nAST21-332<\/td>\r\nNumeric method<\/td>\r\n3<\/td>\r\nAlgorithm and programming<\/td>\r\nIII<\/td>\r\n<\/tr>\r\n
13<\/td>\r\nAST21-333<\/td>\r\nInsurance<\/td>\r\n3<\/td>\r\nIntroduction to probability<\/td>\r\nIII<\/td>\r\n<\/tr>\r\n
14<\/td>\r\nAST21-334<\/td>\r\nMathematical statistics I<\/td>\r\n3<\/td>\r\nIntroduction to probability<\/td>\r\nIII<\/td>\r\n<\/tr>\r\n
15<\/td>\r\nAST21-335<\/td>\r\nSampling survey method<\/td>\r\n3<\/td>\r\nStatistics method<\/td>\r\nIII<\/td>\r\n<\/tr>\r\n
16<\/td>\r\nAST21-336<\/td>\r\nRegression analysis<\/td>\r\n3<\/td>\r\nStatistics method<\/td>\r\nIII<\/td>\r\n<\/tr>\r\n
17<\/td>\r\nAST21-341<\/td>\r\nResearch method<\/td>\r\n3<\/td>\r\nSampling survey method<\/td>\r\nIII<\/td>\r\n<\/tr>\r\n
18<\/td>\r\nAST21-342<\/td>\r\nComputational statistics<\/td>\r\n3<\/td>\r\nAlgorithm and programming<\/td>\r\nIV<\/td>\r\n<\/tr>\r\n
19<\/td>\r\nAST21-343<\/td>\r\nMathematical statistics II<\/td>\r\n3<\/td>\r\nMathematical statistics II<\/td>\r\nIV<\/td>\r\n<\/tr>\r\n
20<\/td>\r\nAST21-344<\/td>\r\nCategorical data analysis<\/td>\r\n3<\/td>\r\nRegression analysis<\/td>\r\nIV<\/td>\r\n<\/tr>\r\n
21<\/td>\r\nAST21-345<\/td>\r\nExperimental design<\/td>\r\n3<\/td>\r\nStatistics method<\/td>\r\nIV<\/td>\r\n<\/tr>\r\n
22<\/td>\r\nAST21-346<\/td>\r\nEconometrics<\/td>\r\n3<\/td>\r\nRegression analysis<\/td>\r\nIV<\/td>\r\n<\/tr>\r\n
23<\/td>\r\nAST21-347<\/td>\r\nMarketing management<\/td>\r\n3<\/td>\r\n-<\/td>\r\nV<\/td>\r\n<\/tr>\r\n
24<\/td>\r\nAST21-351<\/td>\r\nStochastic process<\/td>\r\n3<\/td>\r\nMathematical statistics I<\/td>\r\nV<\/td>\r\n<\/tr>\r\n
25<\/td>\r\nAST21-352<\/td>\r\nChronological analysis<\/td>\r\n3<\/td>\r\nRegression analysis<\/td>\r\nV<\/td>\r\n<\/tr>\r\n
26<\/td>\r\nAST21-353<\/td>\r\nMultivariate statistics<\/td>\r\n3<\/td>\r\nElementary linear algebra. Mathematical statistics II<\/td>\r\nV<\/td>\r\n<\/tr>\r\n
27<\/td>\r\nAST21-354<\/td>\r\nStatistics quality control<\/td>\r\n3<\/td>\r\nStatistics method<\/td>\r\nV<\/td>\r\n<\/tr>\r\n
28<\/td>\r\nAST21-361<\/td>\r\nData mining<\/td>\r\n3<\/td>\r\nComputational statistics<\/td>\r\nVI<\/td>\r\n<\/tr>\r\n
29<\/td>\r\nAST21-362<\/td>\r\nTechnical simulations<\/td>\r\n3<\/td>\r\nAlgorithm and programming<\/td>\r\nVI<\/td>\r\n<\/tr>\r\n
30<\/td>\r\nAST21-363<\/td>\r\nData analysis<\/td>\r\n3<\/td>\r\nExploratory data analysis, regression analysis, multivariate statistics<\/td>\r\nVI<\/td>\r\n<\/tr>\r\n
31<\/td>\r\nAST21-371<\/td>\r\nField study practice<\/td>\r\n2<\/td>\r\n-<\/td>\r\nVII<\/td>\r\n<\/tr>\r\n
32<\/td>\r\nAST21-372<\/td>\r\nSeminar<\/td>\r\n2<\/td>\r\n-<\/td>\r\nVII<\/td>\r\n<\/tr>\r\n
33<\/td>\r\nAST21-381<\/td>\r\nThesis<\/td>\r\n4<\/td>\r\nSeminar<\/td>\r\nVIII<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n\r\nEconomics and business optional courses\r\n\r\n \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
No<\/td>\r\nCode<\/td>\r\nCourse<\/td>\r\nCredit<\/td>\r\nRequirement<\/td>\r\nSemester<\/td>\r\n<\/tr>\r\n
1<\/td>\r\nAST21-441<\/td>\r\nIntroduction to economic<\/td>\r\n3<\/td>\r\n-<\/td>\r\nIV<\/td>\r\n<\/tr>\r\n
2<\/td>\r\nAST21-442<\/td>\r\nTheory of decision<\/td>\r\n3<\/td>\r\n-<\/td>\r\nV<\/td>\r\n<\/tr>\r\n
3<\/td>\r\nAST21-443<\/td>\r\nAdvanced econometrics<\/td>\r\n3<\/td>\r\nEconometrics<\/td>\r\nV<\/td>\r\n<\/tr>\r\n
4<\/td>\r\nAST21-444<\/td>\r\nBusiness decision analysis<\/td>\r\n3<\/td>\r\nRegression analysis<\/td>\r\nV<\/td>\r\n<\/tr>\r\n
5<\/td>\r\nAST21-445<\/td>\r\nRisk management<\/td>\r\n3<\/td>\r\nFinancial mathematics<\/td>\r\nVI<\/td>\r\n<\/tr>\r\n
6<\/td>\r\nAST21-446<\/td>\r\nFinancial analysis<\/td>\r\n3<\/td>\r\nFinancial mathematics<\/td>\r\nVI<\/td>\r\n<\/tr>\r\n
7<\/td>\r\nAST21-447<\/td>\r\nPortofolio management<\/td>\r\n3<\/td>\r\nRisk management<\/td>\r\nVII<\/td>\r\n<\/tr>\r\n
8<\/td>\r\nAST21-448<\/td>\r\nAdvanced insurance<\/td>\r\n3<\/td>\r\nInsurance<\/td>\r\nVII<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n\r\nIndustrial optional courses\r\n\r\n \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
No<\/td>\r\nCode<\/td>\r\nCourse<\/td>\r\nCredit<\/td>\r\nRequirement<\/td>\r\nSemester<\/td>\r\n<\/tr>\r\n
1<\/td>\r\nAST21-421<\/td>\r\nOperational research<\/td>\r\n3<\/td>\r\nElementary linear algebra<\/td>\r\nIV<\/td>\r\n<\/tr>\r\n
2<\/td>\r\nAST21-422<\/td>\r\nTheory of queue<\/td>\r\n3<\/td>\r\nMathematical statistics I<\/td>\r\nV<\/td>\r\n<\/tr>\r\n
3<\/td>\r\nAST21-423<\/td>\r\nAdvanced experimental design<\/td>\r\n3<\/td>\r\nExperimental design<\/td>\r\nV<\/td>\r\n<\/tr>\r\n
4<\/td>\r\nAST21-424<\/td>\r\nReliability<\/td>\r\n3<\/td>\r\nMathematical statistics II<\/td>\r\nVI<\/td>\r\n<\/tr>\r\n
5<\/td>\r\nAST21-425<\/td>\r\nOperational management<\/td>\r\n3<\/td>\r\nOperational research<\/td>\r\nVI<\/td>\r\n<\/tr>\r\n
6<\/td>\r\nAST21-426<\/td>\r\nQuality management<\/td>\r\n3<\/td>\r\nStatistics quality control<\/td>\r\nVII<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n\r\nComputational optional courses\r\n\r\n \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
No<\/td>\r\nCode<\/td>\r\nCourse<\/td>\r\nCredit<\/td>\r\nRequirement<\/td>\r\nSemester<\/td>\r\n<\/tr>\r\n
1<\/td>\r\nAST21-411<\/td>\r\nInformation system management<\/td>\r\n3<\/td>\r\n-<\/td>\r\nIV<\/td>\r\n<\/tr>\r\n
2<\/td>\r\nAST21-412<\/td>\r\nOptimization method<\/td>\r\n3<\/td>\r\nNumeric method<\/td>\r\nIV<\/td>\r\n<\/tr>\r\n
3<\/td>\r\nAST21-413<\/td>\r\nAdvanced computational statistics<\/td>\r\n3<\/td>\r\nDatabase, computational statistics<\/td>\r\nV<\/td>\r\n<\/tr>\r\n
4<\/td>\r\nAST21-414<\/td>\r\nBootstarp analysis<\/td>\r\n3<\/td>\r\nSampling survey method<\/td>\r\nV<\/td>\r\n<\/tr>\r\n
5<\/td>\r\nAST21-415<\/td>\r\nArtificial neural network<\/td>\r\n3<\/td>\r\nAlgorithm and programming<\/td>\r\nVI<\/td>\r\n<\/tr>\r\n
6<\/td>\r\nAST21-416<\/td>\r\nNon parametric regression analysis<\/td>\r\n3<\/td>\r\nRegression analysis<\/td>\r\nVI<\/td>\r\n<\/tr>\r\n
7<\/td>\r\nAST21-417<\/td>\r\nBayesian inference<\/td>\r\n3<\/td>\r\nMathematical statistics II<\/td>\r\nVII<\/td>\r\n<\/tr>\r\n
8<\/td>\r\nAST21-418<\/td>\r\nWavelet method<\/td>\r\n3<\/td>\r\nElementary linear algebra<\/td>\r\nVII<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n\r\nSocial and governmental optional courses\r\n\r\n \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
No<\/td>\r\nCode<\/td>\r\nCourse<\/td>\r\nCredit<\/td>\r\nRequirement<\/td>\r\nSemester<\/td>\r\n<\/tr>\r\n
1<\/td>\r\nAST21-431<\/td>\r\nDemography statistics<\/td>\r\n3<\/td>\r\n-<\/td>\r\nIV<\/td>\r\n<\/tr>\r\n
2<\/td>\r\nAST21-432<\/td>\r\nMarket research method<\/td>\r\n3<\/td>\r\nMarketing management<\/td>\r\nV<\/td>\r\n<\/tr>\r\n
3<\/td>\r\nAST21-433<\/td>\r\nKapita Selekta I : Spatial statistics<\/td>\r\n3<\/td>\r\nRegression analysis<\/td>\r\nV<\/td>\r\n<\/tr>\r\n
4<\/td>\r\nAST21-434<\/td>\r\nKapita Selekta II : SEM<\/td>\r\n3<\/td>\r\nMultivariate statistics<\/td>\r\nVI<\/td>\r\n<\/tr>\r\n
5<\/td>\r\nAST21-435<\/td>\r\nGovernmental statistics<\/td>\r\n3<\/td>\r\nDemography statistics<\/td>\r\nVI<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n\r\nCurriculum design 2017\r\n\r\n \r\n\r\nFirst semester\r\n\r\n \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
No<\/td>\r\nCode<\/td>\r\nCourse<\/td>\r\nRequirement<\/td>\r\nCredit<\/td>\r\n<\/tr>\r\n
1<\/td>\r\nUNW00-001<\/td>\r\nReligious education<\/td>\r\n-<\/td>\r\n2<\/td>\r\n<\/tr>\r\n
2<\/td>\r\nUNW00-003<\/td>\r\nCivics<\/td>\r\n-<\/td>\r\n2<\/td>\r\n<\/tr>\r\n
3<\/td>\r\nAST21-311<\/td>\r\nFinancial mathematics<\/td>\r\n-<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
4<\/td>\r\nAST21-312<\/td>\r\nCalculus I<\/td>\r\n-<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
5<\/td>\r\nAST21-313<\/td>\r\nElementary linear algebra<\/td>\r\n-<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
6<\/td>\r\nAST21-314<\/td>\r\nAlgorithm and programming<\/td>\r\n-<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
7<\/td>\r\nAST21-315<\/td>\r\nStatistics method<\/td>\r\n-<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
 <\/td>\r\n <\/td>\r\n <\/td>\r\n <\/td>\r\n19<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n\r\nSecond semester\r\n\r\n \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
No<\/td>\r\nCode<\/td>\r\nCourse<\/td>\r\nRequirement<\/td>\r\nCredit<\/td>\r\n<\/tr>\r\n
1<\/td>\r\nUNW00-002<\/td>\r\nPancasila<\/td>\r\n-<\/td>\r\n2<\/td>\r\n<\/tr>\r\n
2<\/td>\r\nUNW00-006<\/td>\r\nEnglish<\/td>\r\n-<\/td>\r\n2<\/td>\r\n<\/tr>\r\n
3<\/td>\r\nUNW00-005<\/td>\r\nPhysical education<\/td>\r\n-<\/td>\r\n1<\/td>\r\n<\/tr>\r\n
4<\/td>\r\nAST21-321<\/td>\r\nCalculus II<\/td>\r\nCalculus I<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
5<\/td>\r\nAST21-322<\/td>\r\nDatabase<\/td>\r\nAlgorithm and programming<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
6<\/td>\r\nAST21-333<\/td>\r\nIntroduction to probability<\/td>\r\nStatistics method<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
7<\/td>\r\nAST21-334<\/td>\r\nExploratory data analysis<\/td>\r\nStatistics method<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
8<\/td>\r\nAST21-335<\/td>\r\nNon parametric statistics<\/td>\r\nStatistics method<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
 <\/td>\r\n <\/td>\r\n <\/td>\r\n <\/td>\r\n20<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n\r\nThird semester\r\n\r\n \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
No<\/td>\r\nCode<\/td>\r\nCourse<\/td>\r\nRequirement<\/td>\r\nCredit<\/td>\r\n<\/tr>\r\n
1<\/td>\r\nUNW00-004<\/td>\r\nBahasa Indonesia<\/td>\r\n-<\/td>\r\n2<\/td>\r\n<\/tr>\r\n
2<\/td>\r\nAST21-331<\/td>\r\nCalculus III<\/td>\r\nCalculus II<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
3<\/td>\r\nAST21-332<\/td>\r\nNumeric method<\/td>\r\nAlgorithm and programming<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
4<\/td>\r\nAST21-333<\/td>\r\nInsurance<\/td>\r\nIntroduction to probability<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
5<\/td>\r\nAST21-334<\/td>\r\nMathematical statistics I<\/td>\r\nIntroduction to probability<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
6<\/td>\r\nAST21-335<\/td>\r\nSampling survey method<\/td>\r\nStatistics method<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
7<\/td>\r\nAST21-336<\/td>\r\nRegression analysis<\/td>\r\nStatistics method<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
 <\/td>\r\n <\/td>\r\n <\/td>\r\n <\/td>\r\n20<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n\r\nFourth semester\r\n\r\n \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
No<\/td>\r\nCode<\/td>\r\nCourse<\/td>\r\nRequirement<\/td>\r\nCredit<\/td>\r\n<\/tr>\r\n
1<\/td>\r\nAST21-341<\/td>\r\nResearch method<\/td>\r\nSampling survey method<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
2<\/td>\r\nAST21-342<\/td>\r\nComputational statistics<\/td>\r\nAlgorithm and programming<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
3<\/td>\r\nAST21-343<\/td>\r\nMathematical statistics II<\/td>\r\nMathematical statistics II<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
4<\/td>\r\nAST21-344<\/td>\r\nCategorical data analysis<\/td>\r\nRegression analysis<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
5<\/td>\r\nAST21-345<\/td>\r\nExperimental design<\/td>\r\nStatistics method<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
6<\/td>\r\nAST21-346<\/td>\r\nEconometrics<\/td>\r\nRegression analysis<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
7<\/td>\r\nAST21-347<\/td>\r\nMarketing management<\/td>\r\n-<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
8<\/td>\r\n <\/td>\r\nOptional course 1<\/td>\r\n-<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
 <\/td>\r\n <\/td>\r\n <\/td>\r\n <\/td>\r\n23<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n\r\nFifth semester\r\n\r\n \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
No<\/td>\r\nCode<\/td>\r\nCourse<\/td>\r\nRequirement<\/td>\r\nCredit<\/td>\r\n<\/tr>\r\n
1<\/td>\r\nAST21-351<\/td>\r\nStochastic process<\/td>\r\nMathematical statistics II<\/td>\r\n <\/td>\r\n<\/tr>\r\n
2<\/td>\r\nAST21-352<\/td>\r\nChronological analysis<\/td>\r\nRegression analysis<\/td>\r\n <\/td>\r\n<\/tr>\r\n
3<\/td>\r\nAST21-353<\/td>\r\nMultivariate statistics<\/td>\r\nElementary linear algebra, mathematical statistics II<\/td>\r\n <\/td>\r\n<\/tr>\r\n
4<\/td>\r\nAST21-354<\/td>\r\nStatistics quality control<\/td>\r\nStatistics method<\/td>\r\n <\/td>\r\n<\/tr>\r\n
5<\/td>\r\nUNW00-007<\/td>\r\nEntrepreneurship<\/td>\r\n-<\/td>\r\n <\/td>\r\n<\/tr>\r\n
6<\/td>\r\n <\/td>\r\nOptional course 2<\/td>\r\n <\/td>\r\n <\/td>\r\n<\/tr>\r\n
7<\/td>\r\n <\/td>\r\nOptional course 3<\/td>\r\n <\/td>\r\n <\/td>\r\n<\/tr>\r\n
8<\/td>\r\n <\/td>\r\nOptional course 4<\/td>\r\n <\/td>\r\n <\/td>\r\n<\/tr>\r\n
 <\/td>\r\n <\/td>\r\n <\/td>\r\n <\/td>\r\n23<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n\r\nSixth semester\r\n\r\n \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
No<\/td>\r\nCode<\/td>\r\nCourse<\/td>\r\nRequirement<\/td>\r\nCredit<\/td>\r\n<\/tr>\r\n
1<\/td>\r\nAST21-361<\/td>\r\nData mining<\/td>\r\nComputational statistics<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
2<\/td>\r\nAST21-362<\/td>\r\nTechnical simulations<\/td>\r\nAlgorithm and programming<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
3<\/td>\r\nAST21-363<\/td>\r\nData analysis<\/td>\r\nExploratory data analysis, multivariate statistics<\/td>\r\n3<\/td>\r\n<\/tr>\r\n
4<\/td>\r\n <\/td>\r\nOptional course 5<\/td>\r\n <\/td>\r\n3<\/td>\r\n<\/tr>\r\n
5<\/td>\r\n <\/td>\r\nOptional course 6<\/td>\r\n <\/td>\r\n3<\/td>\r\n<\/tr>\r\n
6<\/td>\r\n <\/td>\r\nOptional course 7<\/td>\r\n <\/td>\r\n3<\/td>\r\n<\/tr>\r\n
 <\/td>\r\n <\/td>\r\n <\/td>\r\n <\/td>\r\n18<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n\r\nSeventh semester\r\n\r\n \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
No<\/td>\r\nCode<\/td>\r\nCourse<\/td>\r\nRequirement<\/td>\r\nCredit<\/td>\r\n<\/tr>\r\n
1<\/td>\r\nAST21-371<\/td>\r\nField study<\/td>\r\n <\/td>\r\n1<\/td>\r\n<\/tr>\r\n
2<\/td>\r\nAST21-372<\/td>\r\nField practice<\/td>\r\n <\/td>\r\n2<\/td>\r\n<\/tr>\r\n
3<\/td>\r\nUNW00-008<\/td>\r\nCollege community service<\/td>\r\n <\/td>\r\n3<\/td>\r\n<\/tr>\r\n
4<\/td>\r\nAST21-373<\/td>\r\nSeminar<\/td>\r\n <\/td>\r\n3<\/td>\r\n<\/tr>\r\n
5<\/td>\r\n <\/td>\r\nOptional course 8<\/td>\r\n <\/td>\r\n3<\/td>\r\n<\/tr>\r\n
6<\/td>\r\n <\/td>\r\nOptional course 9<\/td>\r\n <\/td>\r\n3<\/td>\r\n<\/tr>\r\n
7<\/td>\r\n <\/td>\r\nOptional course 10<\/td>\r\n <\/td>\r\n3<\/td>\r\n<\/tr>\r\n
 <\/td>\r\n <\/td>\r\n <\/td>\r\n <\/td>\r\n17<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n\r\nEighth semester\r\n\r\n \r\n\r\n\r\n\r\n\r\n\r\n
No<\/td>\r\nCode<\/td>\r\nCourse<\/td>\r\nRequirement<\/td>\r\nCredit<\/td>\r\n<\/tr>\r\n
1<\/td>\r\nAST21-381<\/td>\r\nThesis<\/td>\r\n-<\/td>\r\n4<\/td>\r\n<\/tr>\r\n
 <\/td>\r\n <\/td>\r\n <\/td>\r\n <\/td>\r\n4<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n \r\n\r\nTotal credits : 144 credits","_et_gb_content_width":"","footnotes":""},"class_list":["post-2025","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/stat.fsm.undip.ac.id\/v1\/wp-json\/wp\/v2\/pages\/2025","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stat.fsm.undip.ac.id\/v1\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/stat.fsm.undip.ac.id\/v1\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/stat.fsm.undip.ac.id\/v1\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/stat.fsm.undip.ac.id\/v1\/wp-json\/wp\/v2\/comments?post=2025"}],"version-history":[{"count":3,"href":"https:\/\/stat.fsm.undip.ac.id\/v1\/wp-json\/wp\/v2\/pages\/2025\/revisions"}],"predecessor-version":[{"id":5654,"href":"https:\/\/stat.fsm.undip.ac.id\/v1\/wp-json\/wp\/v2\/pages\/2025\/revisions\/5654"}],"wp:attachment":[{"href":"https:\/\/stat.fsm.undip.ac.id\/v1\/wp-json\/wp\/v2\/media?parent=2025"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}