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2012 2nd International Conference on Economics and Finance research




Significance of Nifty Index: Mergers in India



PARTHA SEN: Q00020




                  5/29/2012 11:45:25 PM                               1
Correlation: 0.871 and significant


                5/29/2012 11:45:25 PM


              Significance of Nifty Index: Mergers in India   2
MOTIVATION

•Cash and stock have different effect in mergers for acquirer and target(Kropf,
Robinson and Viswanathan, 2003).



•Index of stock price, change of GNP, prime rate of interest are important for mergers
(Shughart and Tollison, 1984).



•Market valuation and merger activity have positive correlation (Martin, 1996 and
Verter, 2002)


•Good market condition can lead to increase the number of deals(Shleifer & Vishny,
2003).


    5/29/2012 11:45:25 PM      Significance of Nifty Index: Mergers in India      3
Fraction of merger deals
 Deal value                                                                   NIFTY Value
                                        in shares




                                         NIFTY return




Deal value                                                                       Fraction of stock
                                                                                       deal
                                           NIFTY return


              Number of
                deals

                                                Number of
                                                  deals
  March                                                                        NIFTY
                                                                          Value and return
                           5/29/2012 11:45:25 PM

                          Significance of Nifty Index: Mergers in India
                                                                                                     4
Hypothesis Testing-1

Null: Merger deals in shares in any month is dependent
to deal value, NIFTY value and NIFTY return


                                                Sum of Squares       Mean Square      F       Sig.
                   1     Regression                        84.492            28.164   3.279          .024
                         Residual                         824.508             8.589
                         Total                            909.000




     Deals in stocks as decision of payment in mergers of Indian companies is highly
     dependent to deal value, NIFTY value and return.




                                            5/29/2012 11:45:25 PM

                                  Significance of Nifty Index: Mergers in India
                                                                                                            5
Hypothesis Testing-2


  Null: NIFTY return has no effect in change in number of deals


                                                          Change in number of deals   NIFTY return
        Observations                                                            100            100
        Df                                                                      100
        t Stat                                                               -1.718
        P(T<=t)                                                               0.044




Null hypothesis is rejected in 95% confidence level.
This can help to prove that NIFTY return has positive
effect in change in number of deals.




                                       5/29/2012 11:45:25 PM

                              Significance of Nifty Index: Mergers in India                          6
Hypothesis Testing-3

Null: NIFTY return has no effect in change in deal value.



                             Change in deal value                             NIFTY return
          Observations                                            100                    100
          t Stat                                               -1.869
          P(T<=t)                                               0.032




Using t-test null hypothesis can be rejected. Hence
NIFTY return has positive effect on merger deal value.




                               5/29/2012 11:45:25 PM

                              Significance of Nifty Index: Mergers in India                    7
Hypothesis Testing-4

Null: NIFTY return has no effect in change in stock deal.


                                                                                   NIFTY
                                        Change in number of stock deals            Return
      Observations                                                           100          100
      t Stat                                                              -1.871
      P(T<=t)                                                              0.032



Using t stat null hypothesis can be rejected or
Nifty return has positive effect on change in number
of stock deals positively in 95% confidence level.




                                5/29/2012 11:45:25 PM

                              Significance of Nifty Index: Mergers in India                     8
Regression analysis
                                                          Sum of Squares                    Mean Square                      F            Sig.
                  Regression
                                                                       226163.657                     7397.204                   25.401    0.000

                  Residual
                                                                        58900.783                         684.893

                  Total
                                                                       285064.440



Predictors:
Dec, NIFTY value, Mar, May, Nov, Oct, Feb, Jan, Apr, NIFTY return, Aug, Sep, Jun
Dependent Variable:
Deal number                                                              a
                                                                       Coe fficients

                                                             Unstandardized         Standardized
                                                               Coefficients         Coefficients
                                   Model                      B       Std. Error        Beta         t              Sig.
                                   1       (Constant)       -13.470        9.721                    -1.386            .169
                                           NIFTY value         .032         .002             .862   17.502            .000
                                           NIFTY return        .872         .389             .120    2.241            .028
                                           Jan               21.694      12.920              .110    1.679            .097
                                           Feb               10.209      12.735              .052      .802           .425
                                           Mar               26.397      12.848              .134    2.055            .043
                                           Apr                3.785      12.782              .019      .296           .768
                                           May                2.595      12.806              .013      .203           .840
                                           Jun               11.983      12.358              .064      .970           .335
                                           Aug               -3.484      12.347             -.019    -.282            .779
                                           Sep               15.315      12.340              .082    1.241            .218
                                           Oct               12.266      12.728              .062      .964           .338
                                           Nov               -2.355      12.792             -.012    -.184            .854
                                           Dec                5.470      12.873              .028      .425           .672
                                     a. Dependent Variable: 5/29/2012 11:45:25
                                                            Deal number                PM

                                               Significance of Nifty Index: Mergers in India                                                       9
Significance of Nifty Index: Mergers in
                  India




    THANKS
5/29/2012 11:45:25 PM




                                           10

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ICEFR conference slides

  • 1. 2012 2nd International Conference on Economics and Finance research Significance of Nifty Index: Mergers in India PARTHA SEN: Q00020 5/29/2012 11:45:25 PM 1
  • 2. Correlation: 0.871 and significant 5/29/2012 11:45:25 PM Significance of Nifty Index: Mergers in India 2
  • 3. MOTIVATION •Cash and stock have different effect in mergers for acquirer and target(Kropf, Robinson and Viswanathan, 2003). •Index of stock price, change of GNP, prime rate of interest are important for mergers (Shughart and Tollison, 1984). •Market valuation and merger activity have positive correlation (Martin, 1996 and Verter, 2002) •Good market condition can lead to increase the number of deals(Shleifer & Vishny, 2003). 5/29/2012 11:45:25 PM Significance of Nifty Index: Mergers in India 3
  • 4. Fraction of merger deals Deal value NIFTY Value in shares NIFTY return Deal value Fraction of stock deal NIFTY return Number of deals Number of deals March NIFTY Value and return 5/29/2012 11:45:25 PM Significance of Nifty Index: Mergers in India 4
  • 5. Hypothesis Testing-1 Null: Merger deals in shares in any month is dependent to deal value, NIFTY value and NIFTY return Sum of Squares Mean Square F Sig. 1 Regression 84.492 28.164 3.279 .024 Residual 824.508 8.589 Total 909.000 Deals in stocks as decision of payment in mergers of Indian companies is highly dependent to deal value, NIFTY value and return. 5/29/2012 11:45:25 PM Significance of Nifty Index: Mergers in India 5
  • 6. Hypothesis Testing-2 Null: NIFTY return has no effect in change in number of deals Change in number of deals NIFTY return Observations 100 100 Df 100 t Stat -1.718 P(T<=t) 0.044 Null hypothesis is rejected in 95% confidence level. This can help to prove that NIFTY return has positive effect in change in number of deals. 5/29/2012 11:45:25 PM Significance of Nifty Index: Mergers in India 6
  • 7. Hypothesis Testing-3 Null: NIFTY return has no effect in change in deal value. Change in deal value NIFTY return Observations 100 100 t Stat -1.869 P(T<=t) 0.032 Using t-test null hypothesis can be rejected. Hence NIFTY return has positive effect on merger deal value. 5/29/2012 11:45:25 PM Significance of Nifty Index: Mergers in India 7
  • 8. Hypothesis Testing-4 Null: NIFTY return has no effect in change in stock deal. NIFTY Change in number of stock deals Return Observations 100 100 t Stat -1.871 P(T<=t) 0.032 Using t stat null hypothesis can be rejected or Nifty return has positive effect on change in number of stock deals positively in 95% confidence level. 5/29/2012 11:45:25 PM Significance of Nifty Index: Mergers in India 8
  • 9. Regression analysis Sum of Squares Mean Square F Sig. Regression 226163.657 7397.204 25.401 0.000 Residual 58900.783 684.893 Total 285064.440 Predictors: Dec, NIFTY value, Mar, May, Nov, Oct, Feb, Jan, Apr, NIFTY return, Aug, Sep, Jun Dependent Variable: Deal number a Coe fficients Unstandardized Standardized Coefficients Coefficients Model B Std. Error Beta t Sig. 1 (Constant) -13.470 9.721 -1.386 .169 NIFTY value .032 .002 .862 17.502 .000 NIFTY return .872 .389 .120 2.241 .028 Jan 21.694 12.920 .110 1.679 .097 Feb 10.209 12.735 .052 .802 .425 Mar 26.397 12.848 .134 2.055 .043 Apr 3.785 12.782 .019 .296 .768 May 2.595 12.806 .013 .203 .840 Jun 11.983 12.358 .064 .970 .335 Aug -3.484 12.347 -.019 -.282 .779 Sep 15.315 12.340 .082 1.241 .218 Oct 12.266 12.728 .062 .964 .338 Nov -2.355 12.792 -.012 -.184 .854 Dec 5.470 12.873 .028 .425 .672 a. Dependent Variable: 5/29/2012 11:45:25 Deal number PM Significance of Nifty Index: Mergers in India 9
  • 10. Significance of Nifty Index: Mergers in India THANKS 5/29/2012 11:45:25 PM 10