Data Analysis and Modeling

Here, on this page, you can find the brief notes of Data Analysis and Modeling according to the syllabus of Pokhara University.

You can easily access them by clicking the links below for the notes of Data Analysis and Modeling according to the syllabus of Pokhara University.

Unit I Simple Correlation and Regression Models:                                                                     

Correlation:

Simple Linear Regression:

Unit II Multiple Regression Models:

Predicting One Factor from Several Others                                                                           

Unit III Index Number and its Construction Models                                                    

Unit IV Time Series and Forecasting Models                                                                                

Unit V: Introduction to Optimization Models                                                                    

Review of Linear Programming Model:

  • Problem formulation, Graphical solution
  • special cases, Duality in LP

Transportation Model:

  • Initial Solution (Vogel’s Approximation Method), Final Solution

Assignment Model:

  • Optimum Solution (Hungarian Method)

Unit VI: Network Models                                                                                                           

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