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A Linear Model Approach to Regression Analysis and Its Applications By Siddhartha Biswas.(NCBA)

A Linear Model Approach to Regression Analysis and Its Applications By Siddhartha Biswas.(NCBA)

Original price was: ₹265.00.Current price is: ₹210.00.

SKU: 9788173818974
Core Topics Covered:-
  • Linear Regression: Modeling relationships between independent and dependent variables.
  • Matrix Algebra: Utilizing matrix theory to solve complex linear models.
  • Estimation Methods: Finding parameters using Ordinary Least Squares (OLS) and Maximum Likelihood.
  • Hypothesis Testing: Testing model significance using F-tests and t-tests.
  • Model Diagnostics: Checking for multicollinearity, heteroscedasticity, and autocorrelation.
  • Applications: Applying regression models to real-world economic, biological, and social data.

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