B.E. (Computer Engineering) Quantitative Analysis Syllabus - Mumbai University 2026
The University has moved this degree onto NEP 2020 one year at a time. The first and second years are NEP 2020 syllabi; the third and fourth years are still examined on the REV-2019 'C' Scheme, which is what the University sets for them this year.
Loading syllabus...
Syllabus for Quantitative Analysis
Module 1: Introduction to Statistics
- Functions – Importance – Uses and Limitations of Statistics. Statistical data Classification, Tabulation, Diagrammatic & Graphic representation of data
Module 2: Data Collection & Sampling Methods
- Primary & Secondary data, Sources of data, Methods of collecting data. Sampling – Census & Sample methods –Methods of sampling, Probability Sampling and Non-Probability Sampling.
Module 3: Introduction to Regression
- Mathematical and Statistical Equation – Meaning of Intercept and Slope Error term – Measure for Model Fit –R2 – MAE – MAPE.
Module 4: Introduction to Multiple Linear Regression
- Multiple Linear Regression Model, Partial Regression Coefficients, Testing Significance overall significance of Overall fit of the model, Testing for Individual Regression Coefficients
Module 5: Statistical inference
- Random sample -Parametric point estimation unbiasedness and consistence method of moments and method of maximum likelihood.
Module 6: Tests of hypotheses
- Null and Alternative hypotheses. Types of errors. Neyman-Pearson lemma MP and UMP tests.
Textbooks
- 1 Agarwal, B.L. (2006):-Basic Statistics. Wiley Eastern Ltd., New Delhi
- 2 Gupta, S. P. (2011):-Statistical Methods. Sultanchand&Sons, New Delhi
- 3 Sivathanupillai, M &Rajagopal, K. R. (1979):-Statistics for Economics Students.
- 4 Hogg ,R.V. and Craig, A.T.(2006), An introduction to mathematical statistics, Amerind publications.
- 1 Arora, P.N., SumeetArora, S. Arora (2007):- Comprehensive Statistical Methods. Sultan Chand, New Delhi
- 2 Montgomery,D.C. ,Peck E.A, & Vining G.G.(2003). Introduction to Linear Regression Analysis. John Wiley and Sons,Inc.NY
- 3 Mood AM, Graybill FA, and Boes, D.C.(1985), Introduction to the theory of statistics, McGrawhill Book Company, New Delhi.
- 4 Kapur, J.N. and Saxena,H.C.(1970), Mathematical statistics, Sultan Chand & company, New Delhi..
Reproduced from the University of Mumbai syllabus for B.E. (Computer Engineering) under REV-2019 'C' Scheme, in force from the academic year 2021-22. Wording is as printed in that syllabus. Module numbering is as printed there too.
The complete syllabus
This subject is cut from the University circular for its year. Open a document here if you want the whole thing rather than a single subject.