Course Calendar

Year 2013

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January 2013

04FridayIntroduction to Statistical Modeling(4 weeks)
Practical Rasch Measurement - Core Topics(4 weeks)
Statistics 1 - Probability and Study DesignWAITLIST(4 weeks)
R for Statistical AnalysisWAITLIST(4 weeks)
Introductory Statistics for CreditWAITLIST(8 weeks)
11FridayAdvanced Structural Equation Modeling(4 weeks)
Probability Distributions(4 weeks)
Data Mining - R(4 weeks)
18FridayDecision Trees and Rule-Based Segmentation(4 weeks)
Statistics 3 – ANOVA and Regression(3 weeks)
Visualization in R with ggplot2(4 weeks)
25FridayR Programming - Advanced(4 weeks)
Biostatistics 1 for Medical Science and Public Health(4 weeks)
Regression AnalysisWAITLIST(4 weeks)

February 2013

01FridayIntroduction to Bayesian Statistics(4 weeks)
08FridayStatistics 2 – Inference and AssociationWAITLIST(4 weeks)
Multivariate Statistics(4 weeks)
15FridayIntroduction to Design of Experiments(4 weeks)
22FridayIntroduction to Resampling Methods(3 weeks)
Analysis and Sensitivity Analysis for Missing Data(4 weeks)

March 2013

01FridayStatistics 1 - Probability and Study DesignWAITLIST(4 weeks)
R for Statistical Analysis(4 weeks)
Introductory Statistics for CreditWAITLIST(8 weeks)
Maximum Likelihood Estimation(2 weeks)
08FridayModeling in R(4 weeks)
Introduction to Bayesian Computing and Techniques(4 weeks)
Biostatistics 2 for Medical Science and Public Health(4 weeks)
SQL and R - Introduction to Database Queries(4 weeks)
15FridayStatistics 3 – ANOVA and Regression(3 weeks)
Survival Analysis(4 weeks)
Logistic Regression(4 weeks)
22FridayAdaptive Designs for Clinical Trials(4 weeks)
Survey Analysis in R(4 weeks)
Matrix Algebra Review(4 weeks)
29FridayCategorical Data Analysis(4 weeks)
Forecasting Analytics(4 weeks)

April 2013

05FridayStatistics 2 – Inference and AssociationWAITLIST(4 weeks)
Predictive Analytics 1 - Machine Learning ToolsFEW SEATS LEFT(4 weeks)
Generalized Linear Models(4 weeks)
Meta AnalysisWAITLIST(4 weeks)
12FridayDiscrete Choice Modeling and Conjoint Analysis(4 weeks)
R Programming - Intermediate(4 weeks)
R Programming - Introduction 2(4 weeks)
19FridayStatistical Analysis of Microarray Data with R(4 weeks)
Survey of Statistics for Beginners(3 weeks)
26FridayAdvanced Logistic Regression(4 weeks)
Bayesian Regression Modeling via MCMC Techniques(4 weeks)
Interactive Data Visualization(4 weeks)

May 2013

03FridayStatistics 1 - Probability and Study DesignWAITLIST(4 weeks)
Graphics in R(4 weeks)
Introductory Statistics for CreditWAITLIST(8 weeks)
10FridayMixed and Hierarchical Linear Models(4 weeks)
Statistics 3 – ANOVA and Regression(3 weeks)
Spatial Statistics with Geographic Information Systems(4 weeks)
Advanced Survival Analysis(4 weeks)
17FridayFinancial Risk Modeling(4 weeks)
Regression AnalysisFEW SEATS LEFT(4 weeks)
Introduction to Structural Equation ModelingFEW SEATS LEFT(4 weeks)
Sample Size and Power DeterminationFEW SEATS LEFT(4 weeks)
24FridayPrincipal Components and Factor Analysis(4 weeks)
Prediction & Tolerance Intervals; Measurement and Reliability(4 weeks)
Modeling Count Data(4 weeks)
Biostatistics in R: Clinical Trial Applications(4 weeks)
31FridayEpidemiologic Statistics(5 weeks)
Practical Rasch Measurement - Core Topics(4 weeks)

June 2013

07FridayStatistics 2 – Inference and AssociationWAITLIST(4 weeks)
Calculus Review(3 weeks)
Text Mining(4 weeks)
14FridayR Programming - Advanced(4 weeks)
Logistic Regression(4 weeks)
21FridayIntroduction to Bayesian Hierarchical and Multi-level Models(4 weeks)
Introduction to Smoothing and P-spline Techniques using R(4 weeks)
Introduction to Statistical Issues in Clinical Trials(4 weeks)
Probability Distributions(4 weeks)
28FridayAdvanced Structural Equation Modeling(4 weeks)
Data Mining - R(4 weeks)
Matrix Algebra Review(4 weeks)

July 2013

05FridayPractical Rasch Measurement - Further Topics(4 weeks)
Statistics 1 - Probability and Study DesignWAITLIST(4 weeks)
Introduction to Bayesian Statistics(4 weeks)
Introduction to Resampling Methods(3 weeks)
Introductory Statistics for CreditWAITLIST(8 weeks)
12FridayStatistics 3 – ANOVA and Regression(3 weeks)
Multivariate Statistics(4 weeks)
Survey Design and Sampling Procedures(4 weeks)
19FridayModeling Longitudinal and Panel Data(4 weeks)
Natural Language Processing(4 weeks)
Meta AnalysisWAITLIST(4 weeks)
26FridayR for Statistical Analysis(4 weeks)
Clinical Trials - Phamacokinetics and Bioequivalence(4 weeks)
Visualization in R with ggplot2(4 weeks)

August 2013

02FridayMaximum Likelihood Estimation(2 weeks)
Statistics 1 - Probability and Study DesignWAITLIST(4 weeks)
Introductory Statistics for CreditWAITLIST(8 weeks)
09FridayMany-Facet Rasch Measurement(4 weeks)
Statistics 2 – Inference and Association(4 weeks)
Biostatistics 1 for Medical Science and Public Health(4 weeks)
Biostatistics for Credit(9 weeks)
16FridaySurvey Analysis(4 weeks)
Introduction to Social Network Analysis (SNA)(4 weeks)
23FridayIntroduction to Optimization(4 weeks)
R Programming - Introduction 2(4 weeks)
Introduction to Python for Analytics(4 weeks)
30FridaySentiment Analysis(3 weeks)
Modeling in R(4 weeks)
Meta Analysis 2(4 weeks)
Designing Valid Statistical Studies(4 weeks)

September 2013

06FridayStatistics 1 - Probability and Study DesignWAITLIST(4 weeks)
Predictive Analytics 1 - Machine Learning ToolsWAITLIST(4 weeks)
Logistic Regression(4 weeks)
Statistics 2 – Inference and Association(4 weeks)
Introductory Statistics for CreditWAITLIST(8 weeks)
13FridayRasch Applications, Part 1: How to Construct a Rasch Scale(6 weeks)
Statistics 3 – ANOVA and Regression(3 weeks)
Forecasting Analytics(4 weeks)
Biostatistics 2 for Medical Science and Public Health(4 weeks)
20FridaySurvival Analysis(4 weeks)
Introduction to Bayesian Computing and Techniques(4 weeks)
Bootstrap Methods(4 weeks)
27FridayCategorical Data Analysis(4 weeks)
Advanced Optimization(4 weeks)
SQL and R - Introduction to Database Queries(4 weeks)
Mapping in R(4 weeks)

October 2013

04FridayRegression Analysis(4 weeks)
Missing Data(4 weeks)
Generalized Linear Models(4 weeks)
R for Statistical Analysis(4 weeks)
Statistics 1 - Probability and Study Design(4 weeks)
Introductory Statistics for Credit(8 weeks)
11FridayAnalysis of Survey Data from Complex Sample Designs(4 weeks)
Statistics 2 – Inference and Association(4 weeks)
Applied Predictive Analytics, in partnership with CrowdANALYTIX(4 weeks)
18FridayModeling Count Data(4 weeks)
Graphics in R(4 weeks)
Practical Rasch Measurement - Core Topics(4 weeks)
25FridayR Programming - Intermediate(4 weeks)
Safety Monitoring Committees in Clinical Trials(4 weeks)
Interactive Data Visualization(4 weeks)

November 2013

01FridayCluster Analysis(4 weeks)
Statistics 1 - Probability and Study Design(4 weeks)
Matrix Algebra Review(4 weeks)
Introductory Statistics for Credit(8 weeks)
Introduction to Analytics using Hadoop(4 weeks)
Rasch Applications, Part 2: Clinical Assessment, Survey Research, and Educational Measurement(4 weeks)
08FridayAdvanced Survival Analysis(4 weeks)
Introduction to Structural Equation Modeling(4 weeks)
Spatial Statistics with Geographic Information Systems(4 weeks)
Statistics 2 – Inference and Association(4 weeks)
15FridayStatistics 3 – ANOVA and Regression(3 weeks)
Bayesian Regression Modeling via MCMC Techniques(4 weeks)
22FridaySample Size and Power Determination(4 weeks)
Survey of Statistics for Beginners(3 weeks)
Risk Simulation and Queuing(4 weeks)
29FridayMeta AnalysisWAITLIST(5 weeks)
Maximum Likelihood Estimation(2 weeks)

December 2013

13FridaySpatial Analysis Techniques in R(5 weeks)
Statistics 2 – Inference and Association(5 weeks)
Introduction to Statistical Issues in Clinical Trials(5 weeks)

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