SI & BHS (Statistics) 2024

Private Course

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Responsible	Admin
Last Update	09/17/2024
Completion Time	1 day 21 hours 23 minutes
Members	12

Course
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UNIT I Descriptive Statistics
- POISSON DISTRIBUTION
- NORMAL DISTRIBUTION
- Mean median mode skewness kutosis
- Correlation ,Rank correlation
- Regression
- UNIFORM DISTRIBUTION
- CORRELATION ,RANK C,M.C,P.C
- Uses, Scope and Limitations of Statistics and Types of data Class
- Tabulation, Diagrammatic and Graphical representations Class
UNIT VII OPERATIONS RESEARCH
- Basics and Models of OR, Introduction of LPP and Formulation of LPP
- Solving LPP for Graphical Method
- General LPP Degenerate and NonDegenerate BFS
- Simplex Method Introduction
- Simplex Method, Big M Method & Two Phase Method
- Primal Dual Pairs Duality Concepts
- Transportation Problems for NWCR and LCM Methods
- VAM Method and Assignment Problem
- Network Techniques Introdcution and CPM Method
UNIT II Probability Theory
- Probability Theory Introduction Class
- Probability Problems & Solutions
- Probability - Addition Theorem
- Total Probability and Bayes Theorem
- Random Variables Introduction and CDF - Discrete Random Variables
- Continuous Random Varaibles, Mean and Variance
- Bivariate random Variables, Marginal and conditional distributions
- Mathematical Expectation and Conditional Expectation
- Conditional probability Problems
- MGF, Cumulant Generating Functions and Characteristic Function
- Characteristic Functions Properties and Problems
UNIT III Probability Distributions
- Binomial Distribution
- Poisson and Hypergeometric Distribution
- Uniform and Normal Distribution
- Gamma and Exponential Distributions
- Beta distribution of first and second kind
- Student’s t Distribution and F Distribution
  
  New
UNIT IV Estimation Theory
- Estimation Theory - Point Estimation and Characteristics of Good Estimator
  
  New
- Neyman Fisher Factorization theorem & Cramer–Rao inequality
  
  New
- Cramer Rao Theorem and MLE
  
  New
- MLE's and Sufficient Statistics Probels
  
  New
- Neyman Factorization Theorem & Sufficient Statistics Problems
  
  New
- Method of Moments Estimation
  
  New
- Method of Minimum Chi-square, Standard Error and Poiint, Interval Estimation Problems
  
  New
- Method of Minimum Chi-square, Standard Error and Poiint, Interval Estimation Problems
  
  New