Mô tả

You've come to the correct place if you've ever glanced over the results section of a medical study because words like "confidence interval" or "p-value" confuse you. You might be a clinical practitioner who reads research publications to stay current on advancements in your area of expertise or a medical student who is unsure of how to do their own research. Both working professionals and those conducting their own research might gain from having more confidence in their comprehension of statistical analysis and the results.

Any clinical trial's design, conduct, analysis, and reporting all depend heavily on statistics for minimizing and managing biases, confounding variables, and random error measurement. Mastering statistical techniques is essential to comprehending the procedures and outcomes of randomised trials. We covered many important clinical statistical tests like Sensitivity, Specificity, Life Tables, Hypothesis, Probability, Hazard Ratio, Data Types, Distribution and its types and many other basic statistical test.

This course is a good place to start if you want to learn about clinical statistics including SPSS usage, result interpretation and interpretation. Without delving into complicated calculations, it provides a simple introduction to interpreting popular statistical ideas. The greatest method to delve into the world of clinical literature is to be able to interpret and comprehend these ideas. This course fills that need, so let's get started!

Bạn sẽ học được gì

Fundamentals of Clinical Statistics

Hazard Ratio, Sensitivity, Specificity, Life Tables

Hypothesis Testing, Sampling, Population, Confidence interval

Central Limit Theorem, Probability, Distribution

ANOVA, Regression, Correlation, Hierarchical Regression

Distributions: Normal, Poission, Chi-square, t-distribution

Errors in hypothesis testing: Type-1 error, Type-2 error

Yêu cầu

  • Understanding of Basic Mathematics
  • Basic of Clinical Statistics
  • Basic of Research Methods
  • Statistical Package for Social Sciences (SPSS)

Nội dung khoá học

7 sections

Introduction to Statistics for Clinical Research

3 lectures
Introduction of Instructor
02:15
Different Types of Studies in Clinical Research
04:40
Difference between Meta-Analysis and Systematic Literature Review
04:12

Measure of Central Tendency, Key Definition and Data Types

5 lectures
Population, Sample, Inferential Statistics
07:46
Data Types in Clinical Statistics
05:54
Data Types: Discrete and Continuous variable
02:44
Measure of Central Tendency
04:59
Mean, Mode and Median
06:07

Probability, Distributions in Clinical Statistics, Central Limit Theorem

9 lectures
P-value in Clinical Research
02:21
Probability
03:48
Types of Probability
04:08
Central Limit theorem: Heart of Statistics
03:12
Probability Distribution
02:45
Normal Distribution
04:00
Poission Distribution
03:43
Chi-square
07:23
T-distribution
05:25

Hypothesis Testing in Clinical Research

4 lectures
Introduction to Hypothesis Testing
05:34
Null and Alternate Hypothesis
05:00
Errors in Hypothesis Testing - Type-1, Type-2 error
05:53
Confidence Interval in Statistics
05:18

Parametric and Non-parametric Tests

6 lectures
Introduction to Parametric and Non-parametric Tests
03:34
Student's T- test
05:03
Analysis of Variance - ANOVA
04:50
Chi-Square
05:00
Correlation Analysis
03:42
Regression Analysis
05:29

Important Clinical Statistical Tests

5 lectures
Hazard Ratio
04:04
Risk and Odd Ratio's
04:39
Number needed to Treat and Harm
05:31
Life Tables
04:46
Sensitivity, Specificity, Predictive Values
05:05

Addtional Resrouces

1 lectures
Addtional Resrouces
17:28

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