Pricing

 8937   6694+ 18% GST
(3 months, 55+ hours)
Renew every 3 months

Topics (40+ Hours) 

• Real Analysis
• Linear Algebra
• High School Mathematics
• Combinatorics

Topics (40+ hours)

• Classical Probability
• Probability Space and Axioms
• Conditional Probability
• Bayes Theorem
• Random Variables
• Moments and MGF
• Discrete Random Variables
• Relationship between Known Discrete Random Variables
• Continuous Random Variables
• Relationship between Known Continuous Random Variables

Topics (40+ hours)

• Joint Random Variables
• Marginal Distributions
• Conditional Distributions
• Bivariate Distributions
• Covariance and Correlation
• Basic Estimation Theory
• Simple Linear Regression

Topics (40+ hours)

• Multivariate Normal Distribution
• Multinomial Normal Distribution
• Conditional Expectation
• Basic Estimation Theory
• Revision of Linear Algebra
• Multiple Linear Regression

Theory (50+ hours)

• Method of Moments
• Maximum Likelihood Estimator
• Unbiasedness, Minimum Variance, MSE
• Sufficiency
• Completeness
• Ancilliary
• Consistency
• CRLB
• UMVUE
• Exponential Family 
•  Basics of Testing of Hypothesis
• Normal Parameter Tests
• Neyman Pearson Lemma
• MP, UMP Test
• Confidence Interval 
• Likelihood Ratio Test
• Karlin Rubin Test
• Examples 
• Past Year Problem Solving

Topics (70+  hours)

• Revision of Linear Algebra (Merged with Junior Batch / Crash Course)
• Revision of Real Analysis (Merged with Junior Batch / Crash Course)
• Revision of Probability (Crash Course)
• Revision of Statistics (Crash Course)
• Regression and Inference
• Sample Survey and Inference