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Course Detail

Course Name Statistical Data Analysis
Course Code 25SCR504
Program M. Sc. Stem Cell Technology and Regenerative Medicine
Semester 1
Credits 1
Campus Kochi

Syllabus

Unit 1

Descriptive Data Analysis Methods- Statistical Tables, Correlation Analysis Methods, Linear Regression Analysis. Theory of probability, Standard Probability Distributions – Discrete distributions Binomial and Poisson;, Univariate continuous distribution – Normal, and standard normal.

Unit 2

Tests of Significance of Statistical Hypotheses- Concept of Hypotheses –Null and Alternative hypotheses, Type I and Type II errors, Significance level, Critical region, Power of a test , P- value and its interpretation; Large and Small Sample Test – Normal test, Student’s ‘t’ test, Chi-square tests, Analysis of variance.

Introduction

Pre-requisites: Undergraduate level statistics and biology

Total number of classes: 15

Textbooks/ Reference

Textbooks

  • Statistical Techniques for data Analysis: J.K. Taylor & Cheryl C, 2004 Chapman & Hall (CRC).
  • Performing Data Analysis Using IBM SPSS: Lawrence S Meyers, 2015, John Wiley.

Reference

  • Biostatistics: A Foundation for Analysis in the Health Sciences: Daniel, Wayne W 8th Edition 2005.

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