{
"test_name": "DFBETAS (Python - statsmodels)",
"dataset": "longley",
"formula": "GNP.deflator ~ GNP + Unemployed + Armed Forces + Population + Year + Employed",
"dfbetas": [
[
-0.1879751812186725,
0.04220760916649971,
-0.13010174506428898,
-0.1533212945189497,
-0.33053614414511107,
0.1929623060702137,
-0.2662374809281175
],
[
0.02704072037359524,
0.20093856800953425,
-0.1502161953255685,
-0.5203013729419871,
-0.16167951688767412,
-0.02238000153026637,
-0.1858684426564058
],
[
0.0029137596887657594,
-0.005814106755282198,
0.010595373765063362,
0.007242239467279236,
0.008613493717784955,
-0.0030560794197868595,
0.006714957136599152
],
[
0.8571498346427274,
0.45395275645555777,
0.808442994637149,
0.9958314405723259,
0.2636870549741833,
-0.8641883711153461,
0.9459848072035418
],
[
-0.6231471124547735,
-0.7031394849856718,
-0.5699395964933991,
-0.47023904037037606,
0.3517068800119579,
0.6178650675612198,
-0.32230931670445806
],
[
-0.020537313978563555,
0.0485804164206691,
-0.043300503784495153,
-0.015325915082801799,
-0.06551521687505989,
0.02230154553283247,
-0.10216209877941505
],
[
-0.39910196527539815,
-0.5405714444913466,
-0.47643824373209565,
-0.11978198982744424,
0.4711686502809477,
0.3933774740773504,
-0.22642878981118694
],
[
-0.024207397780015825,
-0.049165852686369006,
-0.007355665994739301,
0.0393870613694886,
0.04320910127204342,
0.023543530841755245,
-0.0024171818292791024
],
[
0.2681584705741352,
0.22202765617257675,
0.16504612033864222,
0.06987031863431291,
0.18064433794109852,
-0.2682194662721729,
0.04061408252305083
],
[
-0.12489088028948821,
0.07443608946558171,
-0.19731167990250817,
-0.2277953464253923,
-0.046377248064628326,
0.12960802927743217,
-0.4372167285107481
],
[
-0.23738366673588535,
-0.24061375844954921,
-0.20337873998696573,
-0.20900983242657376,
-0.041838359544882665,
0.23581593718631802,
-0.0016316355546471006
],
[
0.01591771045403277,
0.17445754739549493,
0.21128122959223142,
0.10366451686714193,
-0.40483649191489324,
-0.011165667483114327,
-0.03823967178035579
],
[
0.024600685213097686,
-0.11532116387994656,
0.010782474026060796,
0.1204353233006624,
0.24031048043083522,
-0.0280287410647081,
0.08879211871447533
],
[
-0.03375921893176698,
-0.01134970117925046,
-0.03135240776121781,
-0.05761147707519023,
-0.028863934936811893,
0.03407561840418543,
-0.02496415304206347
],
[
0.13079602454299757,
0.06627511059912304,
0.12917520347420997,
0.13153487661438842,
0.07197808061428723,
-0.13192150664758592,
0.1206718100544692
],
[
0.11923868591524943,
0.18646269611184166,
0.41900797859736993,
0.28062246538786434,
-0.7414808936230289,
-0.11553217894038417,
0.43432787977641
]
],
"n": 16,
"p": 7,
"threshold": 0.5,
"influential_observations": [
2,
4,
5,
7,
16
],
"description": "Measures influence of each observation on each regression coefficient."
}