Statistics Regression Analysis

Tags: Banking

Learn Module A & B of Advanced Bank Management Paper of CAIIB Examination conducted by IIBA

Last updated 2022-01-10 | 4

- Understand Introduction to Economics
- Understand Economic Analysis and Laws
- Understand Business Economics

What you'll learn

Understand Introduction to Economics
Understand Economic Analysis and Laws
Understand Business Economics
Understand Different Markets and Price Determination
Understand Budget and Budget Line
Understand Elasticity of Demand
Understand Cost and Revenue
Understand Indian Economy
Understand Time Value of Money
Understand Discounted Cash Flow Techniques
Understand NPV
Understand Time Series
Understand Mean / Median / Mode
Understand Standard Deviation / Dispersion
Understand Correlation
Understand Regression
Understand Linear Programming
Understand Simulation

* Requirements

* Basics of Statistics
*

Description

  • Understand Introduction to Economics
  • Understand Economic Analysis and Laws
  • Understand Business Economics
  • Understand Different Markets and Price Determination
  • Understand Budget and Budget Line
  • Understand Elasticity of Demand
  • Understand Cost and Revenue
  • Understand Indian Economy
  • Understand Time Value of Money
  • Understand Discounted Cash Flow Techniques
  • Understand NPV
  • Understand Time Series
  • Understand Mean / Median / Mode
  • Understand Standard Deviation / Dispersion
  • Understand Correlation
  • Understand Regression
  • Understand Linear Programming
  • Understand Simulation

Course content

19 sections • 211 lectures

Introduction to Economics Preview 03:44

Wealth and Welfare Definition of Economics Preview 04:57

Economics Scarcity Definition Preview 03:20

Economics Growth Definition Preview 05:16

Micro Economics Preview 05:04

Macro Economics Preview 02:27

Methods of Economic Analysis Preview 05:39

Economic Laws Preview 07:09

Human Wants Preview 04:37

Charecteristics of Wants Part I Preview 05:05

Charecteristics of Want Part II Preview 03:19

Classification of Wants Preview 02:40

Significance of Classification of Want Preview 02:17

Utility - Total Utility and Marginal Utility Preview 05:53

Law of Diminishing Marginal Utility Preview 13:06

Importance of Law of DMU Preview 03:17

Criticism of Law of DMU Preview 03:52

Law of Equi Marginal Utility Preview 09:27

20 Limitations of Law of EMU Preview 01:43

Introduction Preview 07:29

Economic Theory and Business Practices Preview 10:55

Decision Making in Business Preview 02:36

Fundamental concepts in Decison Making followed by Incremental Concept Preview 09:35

Incremental and Marginal Concepts Preview 06:27

Market Preview 03:43

Classification of Markets Preview 03:51

Types of Market Struture Preview 05:42

Total Revenure, Average Revenue and Marginal Revenue Preview 04:05

Determination of Prices in Open Market Preview 10:29

Increase in Demand and new Equilibrium Point Preview 07:09

Decrease in Demand and new Equilibrium Point Preview 03:15

Features of Perfect Market Preview 04:56

Price determination in perfect market Preview 13:10

Why Total Revenue Curve of a price taking firm is an Upward Sloping Straight Lin Preview 02:44

What is the relation between Market Price, AR and MR of Price taking firm? Preview 03:38

What is Market Equilibrium? Preview 01:53

When do we say there is excess demand for commodity? Preview 02:42

When do we say there is excess SUPPLY for commodity? Preview 02:35

What will happen if Market Price greater or less than Equilibrium Price? Preview 01:49

How price is determined in a perfectly competitive market? Preview 01:59

How equilibrium price and quanity affected due to change in Income? Preview 04:52

How increase in price of shoe affect sales of socks? Preview 02:52

How change in price of coffee affects sales of tea? Preview 03:26

How change in price of inputs affect equilibrium? Preview 03:43

Effect of Rightward shift in Demand and Supply Curve on Equilibrium Price and Qu Preview 06:56

Prefect Competion Pure Competition Preview 02:14

why firms in Perfect Competion are Price taker? Preview 01:25

Effect on equilibrium Price Preview 02:49

what is Monopoly Preview 02:01

Feratures of Monopoly Preview 02:58

Different ways of Creating monopoly Preview 01:46

Monopolistic Competition & its Features Preview 05:49

Price Elasticity of Demand Preview 03:58

Impact on Demand for Change in Price Preview 01:31

Determinants of Price Elasticity of Demand Preview 04:50

Different type of Price Elasticity of Demand Preview 11:16

Total Expenditure Method Preview 05:45

Geometric or Point Method Preview 04:29

Percentage or Proportionate Method Preview 02:28

Cost and Cost function Preview 02:21

Money cost and Real Cost Preview 01:53

Opportunity Cost, accounting & Economic Cost Preview 04:38

Private Cost Social cost Preview 01:06

Fixed cost and variable Cost Preview 07:04

Short run Average Cost Curve Preview 11:33

Marginal Cost Preview 06:06

Indian Economy- Under Developed Economy? Preview 11:03

Indian Economy - Developing Economy? Preview 12:48

Indian Economy - Mixed Economy? Preview 02:43

Role of Agriculture in India Preview 08:44

Time Value of Money - Intro through Talking Head Video Preview 06:16

Introduction to Time Value of Money Preview 03:31

Simple Interest Preview 01:30

Simple Interest Example Preview 01:46

Compounding Effect Preview 04:36

Typical Compounding Preview 00:27

Compounding Computation Preview 01:56

Compound Interest Example Preview 01:48

Monthly Compounding Example Preview 02:47

Problem Compounding1 Preview 01:34

Problem Compounding2 Preview 02:00

Compound value and compound interest case study (Excel) Preview 05:38

Future Value of Single Amount Preview 03:37

Future Value of Fixed Cash Flows (Annuity) Preview 02:43

Problem FVIFA Preview 02:09

Doubling Period Preview 01:42

Present Value of Amount Preview 01:04

Example for Present Value Preview 01:03

Case Study 1 on Present Value Preview 01:35

Case study 2 on Present Value (Excel) Preview 03:30

Case Study 3 on Present Value Preview 00:58

Case Study 4 Present Value Preview 06:00

Present Value of Fixed Cash Flows (Annuity) Preview 02:41

Tables and PVIFA Preview 02:57

Case Study 1 Present Value of Annuity Preview 04:51

Case Study 2 Present Value of Annuity Preview 01:35

Case Study 3 Present Value of Annuity Preview 02:11

EMI Preview 02:13

Equal Annual Installment(Excel) Preview 07:36

Problem EMI Preview 01:37

Perpetuity and a small case study Preview 02:58

Capital Budgeting Process Preview 01:35

Project Cash Flows Preview 04:31

Types of Capital Investment Decisions Preview 02:03

Principles for Measuirng Project Cash Flows Preview 02:01

Problems on Measuring cash flows Preview 02:31

Problem Measuring Cash Flows Preview 10:38

Cash flow computation Preview 16:08

Cash Flow Perspective Preview 13:18

NPV Preview 10:49

NPV Technique Preview 04:42

Advantages and Disadvantages of NPV Preview 00:49

Case Study 1 NPV Preview 04:30

Problem NPV Ranking Preview 07:03

Problem NPV (Cash Flows Derivation) Preview 05:48

NPV Case Study Preview 20:31

Problem NPV of Different Projects Preview 06:00

NPV Incremental Discount Rate Case Study Preview 18:02

Problem NPV and Capital Rationing Preview 09:43

New Case Study on NPV Preview 15:56

NPV Case Study on Tax Savings Preview 08:20

NPV Case Study 2 on Tax Savings Preview 10:19

NPV Case Study (opportunity Cost) Preview 14:17

NPV Case Study (Projects with different life period) Preview 14:35

Time Series introduction Preview 02:32

Componets of Time Series Preview 10:07

Graphical Method Preview 03:24

Semi Average Method of Time Series Preview 05:49

Introduction Measures of Central Tendency Preview 03:49

Arithmetic Mean Preview 04:41

Arithmetic Mean Short cut method Preview 06:13

Arithmetic Mean Grouped data Preview 09:07

Arithmetic Mean Class Intervals Preview 06:58

Median Preview 03:51

Median case study Preview 02:25

Median Discrete Frequency Distribution Preview 03:44

Case Study Median Discrete Frequency Distribution Preview 04:12

Median Continuous Freqnuency Distribution Preview 06:53

Median Continuous Frequency Distribution Exclusive Class Intervals Preview 06:26

Median Graphics Preview 12:08

Quartile Preview 01:13

Quartile Raw or Ungrouped Data Preview 04:39

Quartile Discrete Series Preview 05:32

Quartile Continuous Series Explanation Preview 03:51

Quartile Continuous Series Case Study Preview 08:43

Deciles Preview 03:22

Decile for Grouped Data Case Study Preview 06:37

Percentile Preview 03:12

Percentile Grouped Data Case Study Preview 04:18

Mode Preview 04:17

Mode for Grouped Data Preview 03:23

Mode for Continuous Frequency Distribution Case Study Preview 02:54

Mode for Continuous Frequency Distribution Case Study Preview 05:51

Introduction Preview 03:29

Objectives of Measures of Dispersion Preview 02:35

Expression of Dispersion Preview 02:20

Important measures of dispersion Preview 01:51

Range Preview 04:00

Quarrtile Deviation Preview 08:21

Case Study #1Quartile deviation Preview 14:01

Case Study #2 Quarlite Deviation Preview 05:21

Quartlie Deviation Continuous Frequency Distribution Preview 03:23

Case Sudy Quartile Deviation Continuous Frequency Distribution Preview 07:56

What is Standard Deviation Preview 04:20

Variance and Coefficient of Variation Preview 02:06

Procedure for Calculating Standard Deviation in Individual Series Preview 03:05

Case#1 Standard Deviation Preview 05:23

Standard Deviation Alternate formula Preview 03:06

Case #2 Coefficient of Variation Preview 03:14

Case#3 Standard Deviation Preview 04:17

Case#4 Standard Deviation Preview 01:40

Case#5 Standard Deviation Preview 07:35

Standard Deviation in case of discrete frequency distribution Preview 03:53

Case #6 Standard Deviation Discrete Frequency Distribution Preview 09:42

Standard Deviation in case of Continuous frequency distribution Preview 03:56

Case #7 Standard Deviation Continuous Frequency Distribution Preview 06:39

Introduction Preview 03:21

Scatter Diagram Preview 07:33

Types of correlation Preview 05:28

Correlation computation Preview 02:37

Case study 1 correlation Preview 10:32

Case Study 2 correlation Preview 09:18

Case Study 3 correlation Preview 10:09

Correlation grouped data Preview 05:48

Rank correlation Preview 06:25

Rank Correlation in case of tie of ranks Preview 13:16

Regression Analysis Introduction Preview 05:58

Types of Regression Preview 05:41

Methods of Regression Analysis Preview 01:55

Graphic Methods Regression Analysis Preview 05:58

Regression Lines Preview 04:04

Linear Regression Equation Preview 04:13

Algebric Method of Regression Equation Preview 03:07

Regression Equation Case Study 1 Preview 15:13

Regression Coefficient Explanation Preview 05:20

Regression Coefficient Case Study 2 Preview 13:23

Introduction to LPP Preview 09:16

Graphic Method Preview 08:24

Maximise Problem 1 - LPP Using Graphical Method Preview 23:44

Maximise Problem 2 - LPP Using Graphical Method Preview 13:23

Maximise Problem 3 - LPP Using Graphical Method Preview 16:41

Maximise Problem 4 - LPP Using Graphical Method Preview 10:14

Simplex Method Problem Preview 36:03

Simplex Method Introduction Preview 08:35

Simulation Introduction Preview 04:04

Simulation eg Preview 07:56

Simulation steps Preview 06:17

Case Study Simulation Preview 21:00