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Friday, February 22, 2013

Regression

Q1. Regress IIP with all four-interest rates given in the data set. The objective is to identify the interest rate, which affect IIP the about. Tabulate the results obtained from various(prenominal) regression and write your conclusion clearly.
Answer: FOR THE SUMMARY siding PLEASE OPEN ASSIGNMENT 3-Q1

Ho= there is no relation b/w IIP and various independent shiftings.
Ha= IIP is affected by independent variables. (Will take independent variable one by one)
Dependent variable| Independent variable| Level of sign| F sign| Pvalue| | | | BETA VALUEB1| SLOPEB2| R sq.R2| Relation-ship| T test @ 5%|
IIP| Lending Rate| 1%5%10%| FALSE real true(p)| FALSETRUETRUE| not SignificantSignificantSignificant| Accept HoReject HoReject Ho| GOOD run into| 169.83| -4.808| 0.043| -ve| TRUE|
IIP| CRR| 1%5%10%| TRUETRUETRUE| TRUETRUETRUE| SignificantSignificantSignificant| Reject HoReject HoReject Ho| qualified repose WELL| 78.501| 6.344| 0.060| +ve| TRUE|
IIP| BANK target| 1%5%10%| TRUETRUETRUE| TRUETRUETRUE| SignificantSignificantSignificant| Reject HoReject HoReject Ho| FIT QUIET WELL| 218.05 | - 16.90| 0.056 | -ve| TRUE|
IIP| REPO RATE| 1%5%10%| TRUETRUETRUE| TRUETRUETRUE| SignificantSignificantSignificant| Reject HoReject HoReject Ho| FIT QUIET WELL| 157.14 | - 6.165| 0.

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069 | -ve| TRUE|
IIP| CALL RATE| 1%5%10%| FALSEFALSEFALSE| FALSEFALSEFALSE| Not SignificantNot SignificantNot Significant| Accept HoAccept HoAccept Ho| VERY BAD FIT| 105.08 | 1.57 | 0.010 | +ve| FALSE|

The five equations are:-
IIP=169.83 + (-4.808) LENDING RATE
IIP=78.501 + 6.344 CRR
IIP=218.056 + (-16.901) BANK RATE
IIP=157.147 + (-6.165) REPO RATE
IIP = 105.08 + 1.57 CALL RATE

After careful look at the tables under different sheets, we say that the independent variable which affects the most to IIP is Bank rate.

As the regression result show, there is a negative association b/w IIP and Lending Rate. For every additional increase...If you want to get a full essay, invest it on our website: Ordercustompaper.com



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