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生统选校看过来!美国多校生统MS课程比较!

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美国多校生物统计硕士课程比较
一、公共健康学院-生物统计系
1. 2. 3. 5. 6. 7. 8. 9. 10. 11.
密歇根大学生统明尼苏达双城生统哥伦比亚大学生统匹斯堡大学生统俄亥俄州立大学生统德州休斯顿罗格斯州立杜克大学范德堡大学生统乔治华盛顿大学
1.Topics In Biostatistics1.Theory of Statistics I 1.Introduction to Biostatistical Methods1.Principles of Epidemiology1.Principles of Epidemiology1.foundation of Biostatistics1.Health Systems and Policy1.Introduction to Statistical Theory and Methods I1.Principles of Modern Biostatistics* 1. Mathematical Statistics I
2.Introduction to Biostatistics2.One Health Science elective2.Principles of Epidemiology2.Essentials of Public Health2.Regression Methods for the Health Sciences2. Intermediate Biostatistics2.Principles and Methods of Epidemiology2.Applied Biostatistical Methods I2.Fundamentals of Probability* 2.Mathematical Statistics II
3.Analyzing Longitudinal and Clustered Data用统计软件 3.Biostatistics : ANOVA and Design3.Probability3.Introduction to Statistical Methods I 3.Biostatistical Collaboration3.Applied Statistical Analysis I3.Introduction to Environmental Health3.Introduction to the Practice of Biostatistics I 3.Introduction to Statistical Computing 3.Data Analysis
4. Application of Regression Analysis to 公共健康Studies4.Analysis of Categorical Data 4.Survival Analysis4.Introduction to Statistical Methods II4.Data Management and Graphics for Statistical Analyses4.Applied Statistical Analysis II4.Health Education and Behavioral Science in Public Health4.Introduction to Statistical Programming I4.Modern Regression Analysis* 4.Survival Analysis
5.Biostatistical Analysis for Health-Related Studies5.Theory of Statistics II5.Statistical Inference5.Introduction to Statistical Theory I5.Probability for Statistical Inference5. Theory of Biostatistics I5.Biostatistics Theory I5.Introduction to Statistical Theory and Methods II5.Contemporary Statistical Inference5.Design of Medical Studies
6.Applied Biostatistics6.Survival Analysis6.Linear Regression Models6.Introduction to Statistical Theory II6.Theory of Statistical Analysis6. Theory of Biostatistics II6. Biostatistics Theory II6.Applied Biostatistical Methods II6.Research ethics and scientific writing 6.Biostatistical Methods
7.Statistical Methods in Epidemiology7.Two Biostatistics electives7.Design of Medical Experiments7.Analysis of Cohort Studies7.Applied Regression Analysis7. Categorical Data Analysis7.Biocomputing I7.Introduction to the Practice of Biostatistics II7.Adv. Regression Analysis I (L&GLM)* 7.Biological Concepts for Public Health
8.Practical Projects8.Clinical Trials8.Analysis of Categorical Data8.Applied Regression Analysis9 Applied Logistic Regression8. Survival Analysis8.Categorical Data Analysis8.Introduction to Statistical Programming II8.Applied Survival Analysis* 8.Principles and Practice of Epidemiology
9.Introduction to Biostatistics9. Biostatistics Master’s Project9.Generalized Linear Models9.Survival Analysis Applied Longitudinal Analysis9. Ethics in Public Health9.Clinical Trial: Design and Analysis of Medical Experiments9.Biostatistics Career Preparation and Development I9.Adv. Regression Analysis II (GLM&LDA)* 9. Electives - Take 2 credits of elective/topics courses
10.Probability and Distribution Theory10.One Biostatistics elective10.The Randomized Clinical Trial10.Biostatistics Consulting Practicum Applied Survival Analysis10. At least one Epidemiology course 10.选6分 Lifetime Data Analysis10.Statistical Methods for Learning and Discovery10.Statistical Collaboration in Health Sciences* 10.选修Introduction to Sampling
11.Biostatistical Inference选修:1) Statistical Learning and Data Mining11.Capstone Consulting Seminar11.Introduction to SAS ComputingSurvey Sampling Methods选修:1). Introduction to SAS Data Management12.Sampling Methods11.Master's ProjectElective如下11.Applied Time Series Analysis
12. Intro to SAS Statistical Programming2)Latent Variable Models选修23Statistical Computing with SAS选修2门:.Introduction to Sampling Applied Statistical Analysis with Missing Data2). Generalized Linear Models13.Applied Longitudinal Data Analysis12.Biostatistics Career Preparation and Development II1.Clinical Trials and Experimental Design12.Nonparametric Statistical Inference
13.Readings in Biostatistics3)Statistical Methods for Correlated DataStatistical Issues in Microarray Data: Workshop and Journal Clubl Analysis of Case-Control Studies研究方向12学分3).Statistical Methods in Correlated Outcome Data14.Biocomputing IIElective Courses (10 Credits)2.Statistical Genetics and Bioinformatics13.Applied Multivariate Analysis I
14.Statistical Computing4) Statistics in Genetics and Molecular BiologyNonparametric StatisticslClinical Trials: Methods and PracticeThesis4).Distribution-free Methods15.Biostatistics for Environmental and Occupational Health 3.Principles of Graphics 14.Applied Multivariate Analysis II
15.Theory and Methods of Sample Design (Soc 717 and Stat 580 and SurvMeth 617)5) Theory of Multivariate AnalysislNonparametric Methods in Statistics 5).Spatial Statistics16.Statistical Methods in Genetics 4.Statistical Learning and Multivariate Methods 15.Design of Experiments
16.Clinical Trials6) Introduction to Bayesian Data AnalysisTheoretical Genetic Modelingl Statistical Methods and Data Mining  6).Statistical Computing17.Nonparametric Statistics 5.Accommodating Missing Data16.Bayesian Statistics: Theory and Applications
17.Introduction to Functional MRI7) Statistics for Translational and Clinical ResearchGenetic Analysis Laboratoryl in Micro-array Analysis 7).Statistical Methods in Clinical Trials18.Life Tables and Survival Analysis 6.Causal Inference 17. Categorical Data Analysis
18.Time Series Analysis with Biomedical Applications8)Modern Non-parametricsRandomized Clinical Trials IIl Analysis of Incomplete Data 8). Time Series Analysis  7.Analytical Techniques in Genetic Epidemiology 18. Regression Graphics/Nonparametric Regression
19.High Throughput Molecular Genetic and Epigenetic Data Analysis9)Applied Multivariate MethodsRandomized Clinical Trials III: Pharmaceutical Statisticsl Numerical Methods in Biostatistics 9).Sampling Techniques  8.Applied Nonparametric Statistics 19.Modern Theory of Sample Surveys I
20.Applied Statistics I: Linear Regression10Nonparametric MethodsStatistical Aspects of Human Population GeneticslApplied Mixed Models 10).Introduction to Computational System Biology   20.Advanced Biostatistical Methods
21.Applied Statistics II: Extensions for Linear Regression11)Spatial BiostatisticsSeminar in Topics in Applied StatisticslComprehensive Examination 11).Statistical Methods for Handling Missing Data   21. Multivariate Analysis
22.Design of Experiments12) Introduction to Arc/InfoAnalysis of Longitudinal Datal Thesis 12).Distribution-Free Methods   22.Stochastic Processes I
23.Applied Statistics III: ANOVA and Linear Mixed Models13) Principles of Geographic Info ScienceTopics in Advanced Statistical ComputinglThesis(practice option) 13).Linear Models   23.Advanced Time Series Analysis
24. Special Topics in Biostastics Principles of Genetics for Biostatisticians  14).Applied Multivariate Analysis    
25. Statistical Population Genetics Research Data Coordination: Principles and Practices  15). Stochastic Processes I    
26. Statistical Models and Numerical Methods in Human Genetics Outcomes Research: Methods and Public Health Implications  16)Introduction to Genomics and Bioinformatics    
27.Survival Time Analysis Applied Pharmacoepidemiology and Outcomes Research  17).Statistical Genetics    
28.Applications of Stochastic Processes I Discrete Statistical Analysis  18). Population Genetics    
29.Applied Bayesian Inference Elementary Stochastic Processes (Morningside Campus)  19). Thesis    
30.Elements of Nonparametric Statistics Introduction to Computer Applications in Health Care Biomedicine       
31. Winter
32.Health Applications of Multivariate Analysis         
33.Analysis of Categorical Data         
34.Spatial Statistics         
35.Analysis of Biostatistical Investigations         
二、统计系-生统方向
1. 2. 3.
加州大学戴维斯北卡州立大学康涅狄格大学
1.Probability Theory and Mathematical Statistics1. Experimental Statistics For Biological Sciences I1.Distribution Theory for Statistics
2.Applied Multivariate Analysis2.Experimental Statistics For Biological Sciences II2.Mathematical Statistics.
3.Statistical Computing3. Statistical Theory I3.Applied Statistics
4.Applied Statistics4. Fundamentals of Linear Models and Regression4. Inference I
5.Biostatistics Seminar5. Statistical consulting5. Inference II
6.Methods in Statistical Consulting6. Statistical programming in SAS and R6. Linear Models I
7.Methods of Teaching Statistics7. Clinical Trials and Epidemiology7.Probability Theory
8.Survival Analysis8. Applied Longitudinal Data Analysis8.Sampling Theory
9.Generalized Linear Models9. Categorical Data Analysis9.Statistical Computing
10. Longitudinal Data Analysis10. Analysis of Survival Data10.Introduction to Biostatistics
11. Clinical Trials11.Fundamentals of Statistical Inference I11.Clinical Trials
12.Statistical Methods in Bioinformatics12.Fundamentals of Statistical Inference II12.Concepts and Analysis of Survival Data
13.1个选修Biostatistics and Methods Electives  13.Applied Time Series
14.1个选修biology, epidemiology, environmental, agricultural or medical sciences. 14.Applied Multivariate Analysis
  16.Linear Models II
  17.Design of Experiments
  18.Student Seminar/Internship
三.流行病与生物统计
1. 2. 3. 4.
德州农工大学健康科学中心伊利诺伊大学-芝加哥佐治亚大学俄克拉何马健康科学中心
1. Principles of Environmental & Occupational Health1.Introduction to Epidemiology: Principles and Methods1.Introductory Biostatistics I1.Problems in Biostatistics & Epidemiology
2.Epidemiologic Methods I2.Clinical Trials2.Introductory Biostatistics II2.Applicat. of Microcomputers to Data Analysis
3.Biostatistics I3.Applied Sampling3.Biostatistical Applications for the Pharmaceutical and Biotechnology Industries3.Computer Applications in Public Health*
4. Introduction to Health Policy & Management4. Applied Biostatistics I4.Research Data Management and Computing4.Principles of Epidemiology
5. Social & Behavioral Determinants of Health5. Biostatistics Tools5.Intermediate Mathematical Statistics5.Biostatistics Methods I
6. Theory of Statistics I or Overview of Mathematical Statistics6.Applied Biostatistics II6.Case Studies in Nonlinear Biostatistics6.Intro to Emerging Infections & Bioterrorism
7. Theory of Statistics II or Regression Analysis7.Categorical Data Analysis7.Categorical Data Analysis7.Epidemiology & Prevention Chronic Disease
8.Methods of Statistics I8.Survival Analysis8.Applied Nonparametric Biostatistical Methods8. Regression Analysis
9. Methods of Statistics II9.Longitudinal Data Analysis9.Multivariate Design for Public Health9.Advanced Epidemiology Methods
10.Survival Analysis10. Biostatistical Consulting10.Multilevel and Hierarchical Models10.Cancer Epidemiology & Prevention**
11.Categorical Data Analysis11. Biostatistical Investigations11.Spatial Epidemiology11.Linear Models
12.Analysis of Longitudinal & Dependent Data12. Introduction to Probability12.Clinical Trials12.Longitudinal Data Analysis
13.Elective313. Statistical Theory13.Special Topics in Biostatistics13.Survival Data Analysis
Practicum选修8学分: 1)EOHS 400 Principles of Management in Public Health 14.Problems in Biostatistics选修:1)Field Work in Biostatistics & Epidemiology·
Thesis2) CHSC 400 Public Health Concepts and Practice 2) Directed Readings
 3) CHSC 401 Behavioral Sciences in Public Health 3)Research for Master’s Thesis
 4) HPA 400 Principles of Management in Public Health 4)Special Studies
   5) Research in Biostatistics & Epidemiology
   6)Directed Readings
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