This is a course on Biostatistics & Research Methodology, taught by Dr. Puspendra. It covers topics related to frequency distributions, measures of central tendency, mean, weighted mean, geometric mean, harmonic mean, median, mode, measures of dispersion, range, standard deviation, correlation analysis, Karl Pearson's correlation coefficient, regression analysis, multiple regression analysis, probability, probability distributions, sample & population, sampling techniques, hypothesis testing, Student's t Test, ANOVA, Wilcoxon Signed Rank Test, Mann Whitney U Test, Kruskal Wallis Test, Friedman Test, research methodology, need for research, need for design of experiments, experimental design techniques, plagiarism, sample size determination, statistical power of study, report writing & presentation of data, research protocol, research studies, cohorts studies, observational study, experimental studies, blocking and confounding system for two level factorial, factorial design and clinical trial study design.
Overview
Syllabus
Part 1: Statistics & Biostatistics | Biostatistics & Research Methodology (By Dr. Puspendra).
Part 2: Frequency Distribution | Biostatistics & Research Methodology.
Part 3: Measures of Central Tendency (Average)| Variation | Skewness | Kurtosis | Biostatistics & RM.
Part 4: Mean | Arithmetic Mean | For Individual, Discrete & Continuous Series | Biostatistics & RM.
Part 5: Weighted Mean (Arithmetic Mean) | Measures of Central Tendency | Average | Biostatistics.
Log & Antilog Calculations | Log / Antilog निकालें बिना Calculator बिना Log Table के.
Part 6: Geometric Mean Short Cut | For Individual, Discrete & Continuous Series | Biostatistics & RM.
Part 7: Harmonic Mean Short Cut | For Individual, Discrete & Continuous Series | Biostatistics & RM.
Part 8: Median Calculations | Measures of Central Tendency | Short Cuts | Different Examples.
Part 9: Mode Calculation | Measures of Central Tendency | Short Cuts | Different Examples.
Part 10: Mean, Mode, Median Relationship & Questions | Measures of Central Tendency | Averages.
Part 11: Measures of Dispersion | Range, Standard Deviation | Biostatistics & Research Methodology.
Part 12: Range & Coefficient of Range | Measures of Dispersion| Biostatistics & Research Methodology.
Part 13: Standard Deviation Complete Calculations | Variance | Coefficient of Variation | Statistics.
Part 14: Mean Deviation | Coefficient of Mean Deviation | Measures of Dispersion| Biostatistics & RM.
Part 15: Correlation Analysis | Correlation Coefficient | Biostatistics & Research Methodology.
Part 16: Karl Pearson's Correlation of Coefficient | Problem and Solution | Biostatistics & RM.
Part 17: Karl Pearson's Correlation of Coefficient | Problem and Solution | Biostatistics & RM.
Part 18: Multiple Correlation of Coefficient | "r" and "R" Calculation | Biostatistics & RM.
Part 19: Regression Analysis Complete | Y=a+bX (Regression of Y on X)| X=a+bY (Regression of X on Y).
Part 20: Regression Analysis - Question and Solution | Biostatistics & Research Methodology.
Part 21: Multiple Regression Analysis | Complete Explanation | Problem & Solution | Y = a+b1X1+b2X2.
Part 22: Standard Error of Estimate in Regression Analysis.
Part 1: Probability - Introduction & Definition | Numerical Examples.
Part 2: Probability Distributions | Binomial, Normal, Poisson's & Multinomial Distribution.
Part 3: Binomial Distribution | Formula & Numerical Problems | Biostatistics & Research Methodology.
Part 4: Poisson’s Distribution | Formula & Numerical Problems| Biostatistics & Research Methodology.
Part 5: Normal Distribution | Formula & Numerical Problems | Biostatistics & Research Methodology.
Part 1: Sample & Population in Statistics with Examples | Sampling Techniques | Research Methodology.
Part 2: Sampling Techniques | Random (Probability) Sampling Techniques | Lottery Method.
Part 3: Stratified Sampling | Systematic Sampling | Cluster Sampling | Restricted Sampling Methods.
Part 4: Judgement Sampling | Quota Sampling | Convenience Sampling | Non Probability Sampling.
Part 5: Errors in Sampling | Sampling & Non Sampling Errors | Biased & Non Biased Errors.
Part 1: Hypothesis Testing| Null & Alternative Hypothesis| Level of Significance | Type-I & II Error.
Part 2: Parametric & Non Parametric Tests| Details of z Test, t Test, F Test, ANOVA, Chi Square Test.
Part 3: Hypothesis Testing (z-Test)| Questions & Solution | Test for number of Successes| Statistics.
Part 4: Hypothesis Testing (z-Test)| Questions & Solution | Test for Proportion of Successes.
Part 5: Hypothesis Testing (z-Test)| Questions & Solution | Test for Difference between Proportions.
Part 1: Student's t Test | Paired and Unpaired t-tests | Properties of t-distribution | Formulas.
Part 2: Students t-test | Questions and Solution | Unpaired Student's t-test | Biostatistics & RM.
Part 3: Students t Test | Questions & Solution | Unpaired t Test.
Part 4: Students t Test | Questions & Solution | Paired t Test| Biostatistics & Research Methodology.
Part 5: Students t Test | Questions & Solution | Paired t Test| Biostatistics & Research Methodology.
Part 1: ANOVA - Introduction and Basics | Analysis of Variance| Biostatistics & Research Methodology.
Part 2: One Way ANOVA | Question & Solution | Steps Involved in ANOVA | Analysis of Variance.
Part 3: One Way ANOVA | Question & Solution | Numerical Problem on ANOVA | Analysis of Variance.
Part 4: Two Way ANOVA | Question & Solution | Steps Involved in Two Way ANOVA | Analysis of Variance.
Part 5: Two Way ANOVA | Question & Solution | Steps Involved in Two Way ANOVA | Analysis of Variance.
Part 1: Wilcoxon Signed Rank Test | Non Parametric Test | Biostatistics & Research Methodology.
Part 2: Mann Whitney U Test or Wilcoxon Rank Sum Test | | Non Parametric Test | Biostatistics & RM.
Part 3: Kruskal Wallis Test | H Test | Non Parametric Test.
Part 4: Friedman Test | Non Parametric Test | Biostatistics & Research Methodology.
All Formulas for Biostatistics & Research Methodology (By Dr. Puspendra).
Part 1: Introduction to Research | Biostatistics & Research Methodology (By Dr. Puspendra).
Part 2: Need for Research | Biostatistics & Research Methodology (By Dr. Puspendra).
Part 3: Need for Design of Experiments | Biostatistics & Research Methodology (By Dr. Puspendra).
Part 4: Experimental Design Techniques | Biostatistics & Research Methodology (By Dr. Puspendra).
Part 5: Plagiarism - Complete Details | Research Methodology & Biostatistics (By Dr. Puspendra).
Part 1: Designing the Methodology | Research Methodology & Biostatistics (By Dr. Puspendra).
Part 2: Sample Size Determination | Research Methodology & Biostatistics (By Dr. Puspendra).
Part 3: Statistical Power of Study | Research Methodology & Biostatistics (By Dr. Puspendra).
Part 4: Report Writing & Presentation of Data | Research Methodology & Biostatistics.
Part 5: Research Protocol | Research Methodology & Biostatistics (By Dr. Puspendra).
Part 6: Research Studies | Research Methodology & Biostatistics (By Dr. Puspendra).
Part 7: Cohorts Studies - Complete Details | Research Methodology & Biostatistics (By Dr. Puspendra).
Part 8: Observational Studies - Complete Details | Research Methodology & Biostatistics.
Part 9: Experimental Studies | Cross Over Design | Latin Square Design | Factorial Design | RM.
Part 10: Clinical Trials & Study Designing | Steps of Clinical Trial Study | Research Methodology.
Blocking and Confounding System for Two Level Factorial - Complete Details (By Dr. Puspendra).
Factorial Design | 2^2 & 2^3 Factorial Design - Complete Details | Research Methodology.
Taught by
Dr. Puspendra Classes
