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Certified Biostatist..
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Enhance your public speak..
Citation Booster
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Certified Biostatistician Professional Diploma
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Certified Biostatistician Professional Diploma
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Biostatistics-Module(I)
Last Updated 12th November 2022
beginner
39 Classes
All Levels
5
(11 Rating)
And finally we meet!
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Featured Courses
Biostatistics-Module(II)
Last Updated 12th November 2022
trending
33 Classes
All Levels
4.9
(3 Rating)
Great to meet you again!
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Certified Biostatist..
Biostatistical..
Module (I)
Module (II)
Module (III)
Good Clinical Practi..
Updated Track
Clinical Data Manage..
Clinical Data M..
Regulatory and Acade..
Regulatory and..
Webinars
Research Square..
UNDERSTANDING RESEARCH ETHICS
Managing Medical Writing
Publishing Plan (High Impact Journals)
JOURNAL SELECTION
ORCID identification number
Statistics and Data Visualization
Common English Language mistakes
Managing Peer Review
Open Research
Communication with editors and reviewers
Enhance your public speaking and presentation skills
Citation Booster
Secrets of Peer Review
Evidence and MA..
How To Start Clinical Research Career?
Mini Courses
Systematic Revi..
Sample Size Cal..
CRA Kickstart
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Biostatistics-Module(I)
beginner
39 Courses
193 Students
All Levels
And finally we meet!
185
500
(5)
(11 ratings)
What you will learn
• Default R Console • Default R Editor • R Shortcuts • R Workspace, history • Files, Plots, Packages, Help
• Installing packages in R • Customizing R Start-up • Using ls and rm to managing R Objects • Types of R objects • A...
• Creating and accessing objects • Subset R objects using the "[", "[[", and "$" operators and logical vectors • Write...
• Use the apply family • User built functions in R • Final project: KAP Survey analysis • Validity
• Reliability • Descriptive • Hint on correlation • Hint on Logistic regression
Biostatistics-Module(II)
trending
33 Courses
140 Students
All Levels
Great to meet you again!
185
500
(4.9)
(3 ratings)
What you will learn
•Why Probability? •Probability values •Probability Line •Sample Space •Sample points •Events •The Special Additional Rul...
•Statistical reasoning •Null hypothesis •What are Alpha and Beta error •Odds ratio •Relative risk •Sensitivity and speci...
•Difference between a statistic and a parameter: •What us Z score •Fundamentals of t-distribution and equation •One samp...
Wilk test and •Kolmogorov-Smirnov •one-sample Wilcoxon signed rank test •Wilcoxon signed-rank Test •Mann Whitney U / Wil...
•Basic logic in categorical data testing •Chi-square null and alternative hypothesis •Chi square equation •Chi Square ca...
•Further insight on Chi square test •Example on Chi square test •R code for Chi square test •Fisher exact test equation...
•F distribution arise when we work on ratios of variance •Conducting One-Way ANOVA: Decomposing the •Total Variation •AN...
•MANOVA •ANCOVA •MANCOVA •Post hoc tests •Non parametric alternatives for ANOVA
•What is Factor Analysis? •Example •R code for Factor Analysis •uniquenesses •loadings •varimax rotation •promax” rotati...
•What is principal component analysis Standardize the range of continuous initial variables •Compute the covariance matr...
•What is principal component analysis Standardize the range of continuous initial variables •Compute the covariance matr...
•Compute the eigenvectors and eigenvalues of the covariance matrix to identify the principal components •Create a featur...
Writing a statistical analysis plan (part(1) 1. OVERVIEW AND STUDY PLAN 1.1 STUDY DESIGN 1.1.1 Inclusion Criteria: 1.1.2...
1.3 STUDY ENDPOINTS 1.3.1 Primary Endpoints 1.3.2 Secondary Endpoints 1.3.3 Exploratory Endpoints 1.4 STUDY SAFETY
1.5 DETERMINATION OF SAMPLE SIZE 1.6 STUDY PLAN 1.7 MODIFICATIONS FROM THE PROTOCOL 1.8 MODIFICATIONS FROM THE APPROVED...
2. COLLECTED DATA 2.1 SITE QUESTIONNAIRE 2.2 SCREENING LOG 2.3 PATIENT DATA 3. GENERAL STATISTICAL APPROACH
4. ANALYSIS OF SITE QUESTIONNAIRE 14 4.1 ANALYSIS VARIABLES 4.2 ANALYSIS POPULATION 4.3 STATISTICAL METHODS
5. ANALYSIS OF SCREENING LOG 5.1 ANALYSIS VARIABLES 5.2 ANALYSIS POPULATION 5.3 STATISTICAL METHODS
6. ANALYSIS OF PATIENT DATA 6.1 ANALYSIS VARIABLES 6.2 ANALYSIS POPULATION(S) 6.2.1 Intention To Treat (ITT) population:...
6.3 STATISTICAL METHODS 6.3.1 Disposition of patients 6.3.2 Analyses of baseline characteristics
6.3.3 Analyses of evaluation variables 6.3.3.1 Analysis of main evaluation variable(s) 6.3.3.2 Analyses of secondary eva...
7. DATA HANDLING CONVENTIONS 7.1 DATA HANDLING CONVENTIONS FOR SITE QUESTIONNAIRE 7.2 DATA HANDLING CONVENTIONS FOR PATI...
8. INTERIM ANALYSIS 9. SOFTWARE DOCUMENTATION
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