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Biostatistics-Module(II)

  • 4.8 Rating
  • (2 Reviews)
  • 69 User Enrolled

Biostatistics-Module(II)

Great to meet you again!

  • 4.8 Rating
  • (2 Reviews)
  • 69 User Enrolled
  • 185
  • 500
  • Course Includes
  • Materials
  • R scripts
  • Videos
  • Weekly tasks
  • Final Project
Tags:
Biostatistics



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

Course Content

13 sections • 30 lectures • 16h 49m total length
Record
80min
Material
mb
Record
64min
MATERIAL
mb
RECORD
83min
MATERIAL
mb
Record
42min
Material
mb
Record
39min
Material
mb
Record
42min
MATERIAL
mb
Record
60min
Material
mb
Record
66min
Material
mb
Record Part 1
42min
RECORD Part 2
12min
Material
mb
Record
54min
MATERIAL
mb
Record
114min
Record
81min
EXTRA
59min
Q&A
8min
Project Module II Solution
118min
Dr Rania Feedback
13min
Bonus Module III Summing up
32min

Requirements

  • You should have passed module (I)

Description

Target Audience:

  • Pharmacists
  • Physicians
  • Scientists
  • Healthcare professionals
  • Investigators and Researchers
  • Employees involved in Clinical Research in Pharma companies, CROs
  • Students of health-related disciplines: Public Health, Faculty of science

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About the Instructor

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About the Instructor

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