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Basics of Biostatistics

FREE

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Course Overview

Course Curriculum

1 Subject

Biostatistics

69 Learning Materials

1. Introductory PPT

1.1 Understanding Roles and Responsibilities in Clinical Research

Video
00:16:45
FREE

1.2 The Role of Statistician

Video
00:12:45

1.3 Protocol

Video
00:17:09

1.4 Sample Size

Video
00:27:35

1.5 Data Handling

Video
00:16:44

1.6 Statistical Analysis Plan

Video
00:17:09

1.7 Clinical Study Report

Video
00:15:05

2. Measure of Central Tendency

2.1 Mean

Video
00:07:33

2.2 Median

Video
00:08:46

2.3 Mode

Video
00:07:56

2.4 Quartile

Video
00:10:17

3. Measure of Dispersion

3.1 Variance & Standard deviation

Video
00:15:01

3.2 Range

Video
00:08:01

4. Study Designs

4.1 Types of Study

Video
00:10:06

4.2 Prospective & Retrospective Study

Video
00:11:31

4.3 Cohort study

Video
00:13:10

4.4 Cross over study

Video
00:14:49

4.5 Parallel Study

Video
00:10:17

5. Randomization

5.1 Simple Randomization

Video
00:10:37

5.2 Block Randomization

Video
00:15:50

5.3 Stratified Randomization

Video
00:13:06

5.4 Cluster Randomization

Video
00:11:23

5.5 Randomization in SAS Programming

Video
00:16:32

6. Testing of Hypothesis

6.1 Qualitative & Quantitative Data

Video
00:11:31

6.2 Type I & Type II Error

Video
00:12:08

6.3 Confidence Interval

Video
00:10:06

6.4 P-Value

Video
00:14:46

6.5 Power

Video
00:17:21

7. Statistical Tests

7.1 How to check Normality?

Video
00:16:34

7.2 Identifing Parametric and Non parametric test

Video
00:07:52

7.3 T-Test

Video
00:12:35

7.4 Two Sample t-test

Video
00:13:26

7.5 ANOVA

Video
00:12:32

7.6 ANCOVA

Video
00:14:59

7.7 MANOVA

Video
00:10:52

7.8 RMANOVA

Video
00:08:23

7.9 F-Test

Video
00:05:57

7.10 Z-Test

Video
00:11:42

7.11 Kruskal Wallis Test

Video
00:07:44

7.12 Wilcoxon Signed Rank Test

Video
00:12:26

7.13 Wilcoxon Rank Sum Test

Video
00:09:03

7.14 Chi-square Test

Video
00:08:09

7.15 Fishers Test

Video
00:06:07

8. Correlation and Regression

8.1 Correlation

Video
00:10:01

8.2 Regression Analysis

Video
00:17:09

8.3 Logistic Regression

Video
00:15:20

8.4 Hazard Ratio

Video
00:10:41

8.5 Odds Ratio

Video
00:07:04

8.6 Relative Ratio

Video
00:08:54

9. Graphical Representation

9.1 Bar Diagram

Video
00:11:46

9.2 Histogram

Video
00:14:57

9.3 Pie Diagram

Video
00:09:11

9.4 Cumulative Curve

Video
00:07:11

9.5 Fitting Index Curve

Video
00:06:37

9.6 Error Bar

Video
00:20:23

9.7 Probability Plot

Video
00:09:31

9.8 Sankey Plot

Video
00:15:30

9.9 Forest Plot

Video
00:10:26

9.10 Funnel Plot

Video
00:07:57

9.11 Mean Plot

Video
00:10:20

9.12 SPAGHETTI Plot

Video
00:12:36

10.  Required analysis according to data

10.1 KM Curve

Video
00:15:20

10.2 Log Rank Test

Video
00:15:32

10.3 Cox Proportional Hazard Model

Video
00:06:56

10.4 Interim Analysis

Video
00:12:29

10.5 Meta Analysis

Video
00:11:49

10.6 Propensity Score

Video
00:14:52

10.7 Population Set

Video
00:09:16

10.8 PK/PD & BA/BE Analysis

Video
00:21:04

Course Instructor