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Statistics and Math
Statistical Modeling and Hypothesis Testing in R
0 students
Last updated
Apr 2025
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Overview
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Course content
Sections:
4
•
Activities:
0
•
Resources:
27
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Section 1
Perform Hypothesis Testing for Data-driven Decisions
001-System and Software Requirements-8WKt-gitir
002-Hypothesis Testing-whn7-gitir
003-Statistical Testing-K9xI-gitir
004-T tests-eZHL-gitir
005-Demo Two sample T test-sdET-gitir
006-Demo Paired Samples T test and the Wilcoxon Signed rank Test-yWYL-gitir
007-ANOVA-PBpB-gitir
008-Demo ANOVA and Tukey s HSD-qx4m-gitir
009-Demo Kruskal Wallis Test and Dunn s Test-SJdv-gitir
010-MANOVA-pOSt-gitir
011-Demo MANOVA-cM39-gitir
012-Pearson s Chi2 Test-U9b6-gitir
013-Demo Chi2 Test-Gfwz-gitir
Section 2
Build and Interpret Statistical Models
014-Linear Regression-g7Yv-gitir
015-Demo Linear Regression-G2xQ-gitir
016-Genaralized Linear Models-E2AN-gitir
017-Demo Logistic Regression-Rb3l-gitir
018-Demo Poisson Regression-30JK-gitir
Section 3
Apply Advanced Statistical Techniques
019-Mixed effects Models-kW16-gitir
020-Demo Mixed effects Models-p2bq-gitir
021-State Models-p5d0-gitir
022-Survival Models-wGK0-gitir
023-The Kaplan Meier Estimator and the Cox Proportional Hazards Model-JAUn-gitir
024-Demo Survival Analysis-Uhhy-gitir
025-Demo Kaplan Meier Analysis-ZrqM-gitir
026-Demo Cox Proportional Hazards Model-hADh-gitir
Section 4
Interpret and Communicate Statistical Findings
027-Demo Using Visualizations to Interpret Data-9D7n-gitir
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Statistical Modeling and Hypothesis Testing in R
Course modified date:
13 Apr 2025
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