Applied Biostatistics_ Statistics for Medical Research - Edukite

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Applied Biostatistics: Statistics for Medical Research - Edukite

HOME / COURSE / HEALTH AND FITNESS / VIDEO COURSE / APPLIED BIOSTATISTICS: STATISTICS FOR MEDICAL RESEARCH

Applied Biostatistics: Statistics for Medical Research ( 9 REVIEWS ) 

596 STUDENTS

The course teaches the basic statistics terms with a special focus on the R statistic software package. In the course, …

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Applied Biostatistics: Statistics for Medical Research - Edukite

FREE

   

1 YEAR LEVEL 2 COURSE BADGE COURSE CERTIFICATE

119

NUMBER OF UNITS NUMBER OF QUIZZES

0

9 HOURS, 9 MINUTES

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CURRICULUM

REVIEWS

The Applied Biostatistics: Statistics for Medical Research course teaches the basic statistics terms with a special focus on the R statistic software package. In the course, you will learn the components of biostatistical methods used in both omics and population health research. The course teaches you the common statistical terms and de nitions, and statistical theory so that you can handle the challenges of biomedical big data. Upon completion, you will gain a strong command over R software.

Assessment This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.

Certification Edukite courses are free to study. To successfully complete a course you must submit all the assignment of the course as part of the assessment. Upon successful completion of a course, you can choose to make your achievement formal by obtaining your Certi cate at a cost of £49. Having an Of cial Edukite Certi cation is a great way to celebrate and share your success. You can: Add the certi cate to your CV or resume and brighten up your career https://edukite.org/course/applied-biostatistics-statistics-for-medical-research-o-u/

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Applied Biostatistics: Statistics for Medical Research - Edukite

Show it to prove your success Course Credit: Osaka University

COURSE CURRICULUM

Module: 1

Weekly Handouts,WEEK 1

00:15:00

Weekly Handouts,WEEK 2

00:05:00

Weekly Handouts,WEEK 3

00:10:00

Weekly Handouts,WEEK 4

00:05:00

Weekly Handouts,WEEK 5

00:15:00

Weekly Handouts,WEEK 6

00:05:00

Weekly Handouts,WEEK 7

00:10:00

Weekly Handouts,WEEK 8

00:10:00

Weekly Handouts,WEEK 9

00:10:00

Weekly Datasets,WEEK 6

00:05:00

Introduction

00:05:00

Module: 2

Video 1

00:01:00

Video 2

00:03:00

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Applied Biostatistics: Statistics for Medical Research - Edukite

Video 3

00:03:00

Video 4

00:04:00

Video 5

00:05:00

Video 6

00:03:00

Video 7

00:02:00

Video 8

00:02:00

Module: 3

Weekly Handout (W1)

00:10:00

Video 1: Descriptive Statistics

00:03:00

Video 2: Standard Deviation

00:06:00

Video 3: How to Use Mean and Standard Deviation(1)

00:07:00

Video 4: How to Use Mean and Standard Deviation(2)

00:03:00

Video 5: P-Value and Hypothesis Testing

00:05:00

Video 6: What is a Scienti c Evidence?

00:05:00

Video 7: Disproving Hypothesis

00:10:00

Video 8: Pitfalls of P-Value

00:09:00

Video 9: Con dence Interval (1)

00:05:00

Video 10: Con dence Interval (2)

00:06:00

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Applied Biostatistics: Statistics for Medical Research - Edukite

Video11: Con dence Interval (3)

00:03:00

Video 12: Statistical Graphs

00:08:00

Video 13: Summary of This Lecture

00:03:00

Module: 4

Weekly Handouts (W2)

00:05:00

Video 1: Introduction of Week 2

00:05:00

Video 2: PECO

00:04:00

Video 3: Classi cation of Clinical Studies

00:07:00

Video 4: 3 Types of Observational Studies

00:04:00

Video 5: Sampling Method

00:04:00

Video 6: Cohort Study

00:06:00

Video 7: Data collection and Timing Method

00:06:00

Video 8: Identify Study Design

00:05:00

Video 9: Cross Sectional

00:04:00

Video 10: Advantages of Cohort Studies

00:05:00

Video 11: Disadvantages of Cohort Studies

00:03:00

Video 12: Advantages of Cohort Studies (additional)

00:02:00

Video 13: Advantages of Case Control Study

00:05:00

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Applied Biostatistics: Statistics for Medical Research - Edukite

Video 14: Disadvantages of Case Control Study

00:06:00

Module: 5

Weekly Handouts (W3)

00:10:00

Weekly Handouts (W3) 1

00:05:00

Video 1: Introduction of Week 3

00:02:00

Video 2: Real Life Example

00:05:00

Video 3: Quote by famous biostatistician

00:02:00

Video 4: Factors to be considered for test selection

00:03:00

Video 5: Univariate

00:02:00

Video 6: Confounding (1)

00:06:00

Video 7: Confounding (2)

00:05:00

Video 8: Comparing Difference

00:02:00

Video 9: Paired or Independent groups?

00:03:00

Video 10: Outcome Type

00:04:00

Video 11: Normality

00:05:00

Video 12: Groups

00:02:00

Video 13: Sample Size

00:04:00

Video 14: Regression

00:03:00

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Applied Biostatistics: Statistics for Medical Research - Edukite

Video 15: Summary

00:01:00

Video 16: Example #1

00:01:00

Video 17: Example #1 (answers)

00:03:00

Video 18: Example #2 and #3

00:01:00

Video 19: Example #3 (answers)

00:03:00

Video 20: Example #4 and #5

00:03:00

Module: 6

Weekly Handouts (W4)

00:15:00

Weekly Handouts (W4) 1

00:05:00

Video 1: How to compare mean and median between two groups (1)

00:03:00

Video 2: How to compare mean and median between two groups (2)

00:06:00

Video 3: How to compare mean and median between two groups (3)

00:03:00

Video 4: Perform Student T-test to compute the P value to compare two means

00:06:00

Video 5: Perform parametric test

00:03:00

Video 6: Non-parametric test

00:04:00

Video 7: Student t-test using lock transformed outcome variable

00:04:00

Video 8: Mann-Whitney U-test using R

00:02:00

Video 9: Mann-Whitney U-test (Wilcoxon rank-sum test)

00:06:00

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Applied Biostatistics: Statistics for Medical Research - Edukite

Video 10: Paired t-test

00:04:00

Video 11: Compute the p-value for paired t-test

00:04:00

Video 12: Check the paired t-test assumption

00:03:00

Video 13: Wilcoxon signed-rank test

00:06:00

Module: 7

Weekly Handouts (W5)

00:10:00

Video 1: Comparing binary outcome between groups (1)

00:03:00

Video 2: Comparing binary outcome between groups (2)

00:06:00

Video 3: Comparing binary outcome between groups (3)

00:02:00

Video 4: Computing P-value

00:06:00

Video 5: Compute the Rate (1)

00:04:00

Video 6: Result of the Rate

00:02:00

Video 7: Compute the Rate (2)

00:01:00

Video 8: Compare the Two Results

00:02:00

Video 9: Use the Rate

00:01:00

Video 10: Rate vs Proportion

00:03:00

Video 11: Risk ratio and risk difference (1)

00:06:00

Video 12: Risk ratio and risk difference (2)

00:02:00

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Applied Biostatistics: Statistics for Medical Research - Edukite

Video 13: Risk ratio vs Odds ratio (1)

00:04:00

Video 14: Risk ratio vs Odds ratio (2)

00:05:00

Video 15: Risk ratio vs Odds ratio (3)

00:06:00

Video 16: Risk ratio vs Odds ratio (Case-control study) (1)

00:05:00

Video 17: Risk ratio vs Odds ratio (Case-control study) (2)

00:03:00

Video 18: How to compute odds ratio in R commander

00:04:00

Module: 8

Weekly Datasets,WEEK 6

00:05:00

Dataset Preparation 6

00:05:00

Video 1: Sample Size Computation

00:03:00

video 2: Impacts on p-value

00:06:00

Video 3: R01 and Consort

00:03:00

video 4: Statistical Hypothesis testing

00:06:00

Video 5: Power

00:01:00

Video 6: Computing Sample Size

00:04:00

Video 7: T-test Option and Dichotomous Option

00:06:00

Video 8: How to Graph

00:04:00

Video 9: Improving Analytical Power

00:02:00

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Applied Biostatistics: Statistics for Medical Research - Edukite

Video 10: Comparing 2 Propotions

00:06:00

Video 11: Conclusion

00:02:00

Assessment

Submit Your Assignment

00:00:00

Certi cation

00:00:00

COURSE REVIEWS

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