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Quantitative Techniques for Business

Updated 16 Jun 2019
Lessons 9
Language English ‎(en)‎
Skill Level Beginner

Course Overview

Objectives:
>      To  familiarize  student  with  the  use  quantitative  techniques  in  managerial  decision making.
 
Module I Quantitative Techniques - Introduction - Meaning and definition - Classification of Q.T QT and other disciplines -Application of QT in business -Limitations.       05 Hours

Module II Correlation  and  Regression  Analysis  :  Meaning  and  definition  of  Correlation  -  Karl  Pearson's co-efficient of correlation - Rank correlation - Regression - Types -Determination of simple linear regression - Coefficient of determination.         20 Hours 

Module III Set  Theory  -  Probability:  Concept  of  probability  -  Meaning  and  definition  -  Approaches  to probability - Theorems of probability - Addition Theorem - Multiplication Theorem -Conditional probability- Inverse probability- Baye'sTheorem.        15 Hours

Module IV Theoretical Distribution: Binomial distribution - Basic assumptions and characteristics -Fitting of binomial  distribution  -  Poisson  distribution  -  characteristics  -  Fitting  of  Poisson  distribution  - Normal distribution - Features and properties - Standard normal curve.   15 Hours
Module V Statistical Inference : Testing of hypothesis - Procedure - Error in testing - Two tail tests and one tail tests - Non parametric tests (Chi-square test only) - Parametric tests - Z test -Test of significance of large samples-Test for two sample means-Small sample mean tests - Students t test - Analysis of Variance - F test - One way ANOVA .                    20 Hours

Reference Books: 1. Richard I. Levin and David S. Rubin, Statistics for Management, Prentice Hall of India, latest edition.

2. S.P.Gupta, Statistical Methods, Sultan Chand, latest edition

3. Sanchetti and Kapoor, Statistics, Sultan Chand.

4. G.C.Beri, "Statistics For Managemet",Tata Me Graw Hill, 2003.

5. J.K. Sharma, "Business Statstics:, Pearson, 2004

6. Anderson Sweeney Williams, "Statistics for Business and Economics", Thomson.

7. R.P.Hooda, "Statistics for Business", Me Millan. 8. Levine Krebiel & Bevenson, "Business Statistics", Pearson edition, Delhi.

Course Content

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Enrolment options

Objectives:
>      To  familiarize  student  with  the  use  quantitative  techniques  in  managerial  decision making.
 
Module I Quantitative Techniques - Introduction - Meaning and definition - Classification of Q.T QT and other disciplines -Application of QT in business -Limitations.       05 Hours

Module II Correlation  and  Regression  Analysis  :  Meaning  and  definition  of  Correlation  -  Karl  Pearson's co-efficient of correlation - Rank correlation - Regression - Types -Determination of simple linear regression - Coefficient of determination.         20 Hours 

Module III Set  Theory  -  Probability:  Concept  of  probability  -  Meaning  and  definition  -  Approaches  to probability - Theorems of probability - Addition Theorem - Multiplication Theorem -Conditional probability- Inverse probability- Baye'sTheorem.        15 Hours

Module IV Theoretical Distribution: Binomial distribution - Basic assumptions and characteristics -Fitting of binomial  distribution  -  Poisson  distribution  -  characteristics  -  Fitting  of  Poisson  distribution  - Normal distribution - Features and properties - Standard normal curve.   15 Hours
Module V Statistical Inference : Testing of hypothesis - Procedure - Error in testing - Two tail tests and one tail tests - Non parametric tests (Chi-square test only) - Parametric tests - Z test -Test of significance of large samples-Test for two sample means-Small sample mean tests - Students t test - Analysis of Variance - F test - One way ANOVA .                    20 Hours

Reference Books: 1. Richard I. Levin and David S. Rubin, Statistics for Management, Prentice Hall of India, latest edition.

2. S.P.Gupta, Statistical Methods, Sultan Chand, latest edition

3. Sanchetti and Kapoor, Statistics, Sultan Chand.

4. G.C.Beri, "Statistics For Managemet",Tata Me Graw Hill, 2003.

5. J.K. Sharma, "Business Statstics:, Pearson, 2004

6. Anderson Sweeney Williams, "Statistics for Business and Economics", Thomson.

7. R.P.Hooda, "Statistics for Business", Me Millan. 8. Levine Krebiel & Bevenson, "Business Statistics", Pearson edition, Delhi.

Skill Level: Beginner
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