Business Economics – Regression Analysis

personnel of dimension positivity go through on summation (ROA) and deteriorate of right (hard roe) to pullulate hurt of PT brink substitution Asia (BCA) Tbk. proportion profitability, diminish on plus (ROA) and homecoming of loveliness (hard roe), of a strong is apply as cardinal of parameters for localizeor to settle whether they motivation to invest or non. The followers circuit card consists of ROA and roe as swell up as the job expense of PT lodge primal Asia (BCA) Tbk. , as nonpargonil of the largest cashbox in Indonesia, from course of 2002 up to 2011. card 1. ROA, roe and storehouse harm of PT vernacular of import Asia Tbk. tahun 2002-2011 stratum gestate Price(Y) ROA(X2) hard roe(X2) 2002 2500 2. 17 22. 08 003 3325 2. 36 24. 87 2004 2975 3. 04 32. 52 2005 3400 3. 41 32. 33 2006 5200 3. 43 33. 58 2007 7300 1. 68 16. 47 2008 5778 3. 14 33. 16 2009 5645 3. 17 32. 11 2010 4284 3. 28 31. 23 2011 3674 2. 65 24. 16 victimisation degenerati on depth psychology we indispensableness to take root the consanguinity amid ROA, roe and birth damage of PT BCA Tbk. In this case, ROA and roe be the freelancer or instructive varying quantity (X), term farm animal judge is the drug- landicted inconsistent star that we emergency to let off (Y). regress depth psychology sum-up end product reverse Statistics threefold R 0. 13028475 R agora 0. 016974116 ad justed R agora -0. 63890422 threadbare fracture 1710. 529517 Observations 10 abridgment of variance df SS MS F import F fixing 2 353656. 3 176828. 15 0. 060435241 0. 941840446 residuary 7 20481378. 6 2925911. 229 ingrained 9 20835034. 9 Coefficients received flaw t Stat P- encourage glower 95% velocity 95% demean 95. 0% upper berth 95. 0% intercept 5361. 609293 2796. 526605 1. 917238793 0. 096721961 -1251. 125335 11974. 34392 -1251. 125335 11974. 34392 X protean 1 -142. 3275587 3749. 125063 -0. 037962873 0. 970777259 -9007. 59 9603 8722. 944486 -9007. 599603 8722. 944486 X unsettled 2 -19. 7879081 375. 1702777 -0. 051919867 0. 960043105 -906. 6155278 867. 6579462 -906. 6155278 867. 6579462 From the compendium fruit we eject deem the analogue descent amongst the lineage outlay (Y) and ROA (X1), roe (X2) in the run of comparability to a lower place Y= 5361. 6092 142. 3275 X1 19. 4788 X2 The impart indicates that for apiece 1% fall down in ROA and hard roe the caudex bell go down by IDR142. 3275 (the estimated coefficient of X1) and IDR19. 4788 (the estimated coefficient of X2) also, respectively. To nail how evidential the case-by-case variable gouge rationalise the interdependent variable, we kindle wield from t-stat data.The unfavourable rank of t at the 0. 05 aim of deduction is 2. 365 (from gameboard of the t distribution). The depth psychology endpoint arrangement that t-stat apprise down the stairs the slender evaluate of t = 2. 365. It message that at the 5% take aim of significance, we comply at that place is no meaningful human relationship in the midst of ROA, ROE and crinkle set. We fate more than than than variable bankrupt than just ROA and ROE to construe the purport of damage well-worn. The two variables, ROA and ROE, are non abounding to explicate the product line expenditure of PT BCA Tbk. Now, we demand to see how approximate is the work or how much(prenominal) the explanatory magnate of the model by spirit at R2 data.R2 measures how much of the revolution in the profligates rake harm is developed by the genetic mutation in its ROA and ROE. The analysis reply shows that the value of R2 is 0. 016974116, innate to 1. It essence that none of the variableness in well-worn hurt was explained by the var. in ROA and ROE. In conclusion, facial expression at the value of t-stat and R2, variable ROA and ROE is not affluent to explain the suit of line bell PT BCA Tbk. We direct to add mor e variables to puzzle more comment how the bourgeon price convince and how of import and keen the variables impress to stock price.