Question

"V1" (x) "V2" (y) 10.887567665367 -0.582994861684123 -1.53303950481746 3.62213232453971 -13.6602853856511 0.932023402536683 -3.82919768713169 0.617102734600767 3.32495244658338 0.313186529466879 -2.038035385

"V1"     (x)           "V2"  (y)
10.887567665367         -0.582994861684123
-1.53303950481746       3.62213232453971
-13.6602853856511       0.932023402536683
-3.82919768713169       0.617102734600767
3.32495244658338        0.313186529466879
-2.03803538531191       -1.92256231042897
-5.43642811315563       0.926857851131095
8.08216451296413        -1.13021220455597
1.08828614672851        5.57534046763344
2.25041844864576        2.35965021977151
5.71245913552909        -0.286165165746454
4.26314651200341        -0.0547262286727799
-6.47284396395667       -0.822411746149644
14.6163783576551        1.56536328314829
-8.54288390757855       4.01434324582828
-10.8398396203463       5.83284728082572
-3.18949585383006       0.734556694789165
-18.0665610864023       5.53294358818384
1.81027992381657        -0.138161416555125
-8.35282537364497       1.21858169948535
10.3206221345147        1.72707165185702
3.83889648277446        -1.77153327913459
-2.4702404742118        -0.962521870936888
-12.8944315454566       -0.314888156347289
-5.37375443068212       2.42659121457747
0.792797842645821       1.04343813020515
-10.0070200759536       -1.93470644183595
12.7006345133421        -0.324218965245058
-1.43520519597769       3.39858970137147
-11.3626132609107       2.5874009104816
20.1773699801616        -1.24812520878189
-2.89874411441843       2.24521271528654
0.109857843045624       0.677771645274985
3.60562583383812        -3.16203948974972
-2.41611624918198       0.968091427703526
-0.851118350309166      -2.77458815255827
-3.65484278715485       -0.0270685833080091
17.8030796944155        -0.275547994582301
9.01877231138262        0.409718280114015
-11.9821308442801       2.48919542377765
-8.78550382265509       0.478150638730817
2.21997624283135        2.52502147017073
-7.63360665720117       4.60532215051023
2.26056256713077        -1.41483548307179
-7.00725367149131       0.969792306134607
-7.59810363770912       0.307391879397242
-5.72450279028981       -0.0884670724887382
2.37246701442603        -1.75084494587958
-7.19610369422324       2.95699626987222
5.2119119353154         2.30831192668995
-4.08708243989803       -1.68126835794306
-3.61086314917611       2.75567970900253
-3.44815431670993       -0.203961544960277
-2.32198651319729       -2.87126093425898
-12.6862350692715       -1.65035752484315
-2.95843823918965       2.04562523315346
2.62778956518952        4.60117132674853
-0.164047929007032      0.534416198105554
2.55872376948192        0.735840544751123
-3.35873909430573       2.13772754789948
12.1394490240577        3.83528725936297
2.73381829408412        4.52450164204758
-0.721192135027768      -1.41455289497531
-11.9416516465697       -0.638845826663633
-1.50559150024764       0.501327151223468
6.51602207330441        1.81589383971289
3.87157507570081        0.356434061057542
-1.72606889292524       1.70523864030091
-1.78853073845321       2.27064337753232
-14.9799577180411       0.412208199783806
20.0983374395329        1.60137058510724
-3.16235335500987       2.18875608199259
11.3498933144836        -0.00807860313274844
-3.40164904465341       2.79029248394313
2.84781781449718        4.87067398059823
22.5361782868181        1.86720513256379
3.33309031609563        1.20375442377803
-0.478054383016195      1.81811061871376
-7.4597398294931        2.98893322628899
3.9217237867973         3.21352956378367
2.66663622817201        7.28792217133253
12.1846819361543        1.78424464759393
3.9235774255808         2.36181140501473
-1.06422180852637       0.722611166386321
-0.150779654979232      0.376019264269639
-5.02419075696024       4.0459209173835
21.4241112200711        3.21812749215515
8.73405966099614        3.1080172734144
2.23809950429426        -0.725468068362201
-1.22426026839288       4.82650853189663
-8.97139996795623       0.175843070815438
-13.4627308631881       0.919536325835281
-7.6644080667573        2.40770289992152
8.52488628289583        3.98068187554306
2.70022311992451        -0.573601036086195
-0.622087771113139      0.176052347548724
2.66644313311968        1.00677021117968
-7.581143177131        0.801857499372593
7.89275487834348        4.32854814280182
-7.90107344307595       -1.2999468210453

This is a set of 100 bivariate data points. Denote the first column by the variable x and the second by y.

Compute the correlation coefficient r. (The answer is not 0.011847486) Show all work or steps used

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Answer #1

Solution:

XY

X^2

Y^2

-6.34739600514716

118.539129667945

0.339883008750090

-5.55287194519567

2.35021012333096

13.11984257647540

-12.7317056647567

186.6033968174330

0.868667622876056

-2.3630083640559

14.66275492713470

0.380815785051745

1.04133031738786

11.05530877204080

0.098085802239508

3.91825001912126

4.15358823178347

3.69624583748198

-5.0387960787881

29.55475062950890

0.859065476203351

-9.13456097178122

65.32138321461670

1.27737962732727

6.06756579422033

1.18436673716119

31.08442133003110

5.31020038692483

5.06438319400519

5.56794915966774

-1.63470681533853

32.63218937508980

0.081890502086696

-0.233305930881463

18.17441818280680

0.0029949601047454

5.32334290695179

41.89770898173030

0.676361080204906

22.8799420136766

213.6385162941280

2.45036220822879

-34.29406831428310

72.98086545836460

16.11495169532710

-63.2271290541238

117.5021229948290

34.02210740143600

-2.34286553243315

10.17288380159910

0.539573537859583

-99.9612633235413

326.4006294887060

30.61346475002470

-0.250110838635801

3.27711340257333

0.019088577024519

-10.17860013932060

69.76969172260720

1.48494135832060

17.8244539180484

106.5152412434350

2.98277649064814

-6.80073287438768

14.73712620545810

3.13833015908135

2.37766048290237

6.1020880004341

0.926448352031847

4.06030377649515

166.2663648804660

0.099154551007795

-13.03990529079000

28.87723668127570

5.88834492266456

0.827235498561032

0.628528419303868

1.08876313156602

19.3606462045291

100.1404508005380

3.74308901608152

-4.11778657987145

161.3061170414970

0.105117937424576

-4.87767359840460

2.05981395456136

11.55041195826820

-29.3996358967307

129.1089801170240

6.6946434715610

-25.1838841191586

407.1262593163270

1.55781653679684

-6.50829714405428

8.40271744087549

5.04098013688436

0.074458531027394

0.012068745678637

0.459374403138760

-11.40113127185790

13.00053765364080

9.99849373473667

-2.33902142916827

5.83761772956120

0.937201012393051

2.36150289119275

0.724402446232996

7.69833941631671

0.0989314164617772

13.35787579881780

0.0007327082023026

-4.90560290718508

316.9496466057100

0.075926697318328

3.69515588015959

81.33825400456180

0.167869069059586

-29.8258652646871

143.5714595694490

6.19609385775559

-4.20079426437457

77.18507741788720

0.228628033318688

5.60548767641811

4.92829451873560

6.37573342482315

-35.15521782669090

58.27195059686600

21.20899210998020

-3.19832413168047

5.11014311991286

2.00175944415899

-6.79558069774575

49.10160401662840

0.940497117037879

-2.33559535705043

57.73117888936860

0.094489767519369

0.506430003310553

32.76993219603580

0.0078264229147277

-4.15382188147383

5.62859973453956

3.06545802451207

-21.27885178143180

51.78390837801340

8.74382694003822

12.0307184811462

27.1640260214831

5.32830395089907

6.87148238250528

16.70424287052280

2.82666329142055

-9.95038231216958

13.03833268207800

7.59377065860827

0.703290881697606

11.88976819184530

0.041600311822583

6.66702916521960

5.39162136747011

8.24413935260175

20.9368235085013

160.9405602328140

2.72367995980641

-6.05185591281244

8.75235681509956

4.18458259451415

12.09091000007900

6.90527799891893

21.17077757809280

-0.087669870527028

0.026911723011496

0.285600672797595

1.88281269240322

6.54706732851177

0.541461307299629

-7.18006908810431

11.28112830361770

4.56987906904832

46.5582741776547

147.3662226076950

14.70942836183190

12.36916536064330

7.47376246506901

20.47111510889130

1.02016442243695

0.520118095625910

2.00095989268303

7.62887431788195

142.6030440480210

0.408123990245541

-0.754793897725417

2.26680576561794

0.251328912553838

11.83240434234670

42.45854365979030

3.29747043710722

1.3799612269212

14.98909356678770

0.127045239881972

-2.94335937203753

2.97931382312416

2.90783882037530

-4.06111547678177

3.19884220239198

5.15582134793138

-6.17486140379125

224.3991332342990

0.169915599969006

32.1848863852275

403.9431678333300

2.56438775084670

-6.92162013918753

10.00047874194220

4.79065318645955

-0.0916912836867478

128.8200782501600

0.00006526382857645

-9.49159576230874

11.57121622299150

7.78573214594952

13.87079213055550

8.11006630456749

23.72346502527660

42.0796677655194

507.8793317752520

3.48645500707256

4.01222221285183

11.10949105525050

1.44902471276518

-0.869155750084399

0.228535993120995

3.30552622187973

-22.2966642358433

55.6477183237257

8.93372183121431

12.6025753298668

15.3799174599318

10.32677225731170

19.43423729017330

7.11094877339945

53.11380957540030

21.7404535272178

148.4664738852450

3.18352896246759

9.26674991219507

15.3944598145273

5.57815311285765

-0.769018562353

1.13256805774314

0.522166897786199

-0.056696054932121

0.022734504355656

0.141390487101881

-20.3274784765103

25.24249276232470

16.3694760697213

68.9455213123004

458.9925415699760

10.35634455576480

27.1456082934079

76.28379816184000

9.6597713718423

-1.62366972418276

5.00908939112221

0.526303918213183

-5.90890263066029

1.49881320476541

23.29518460847100

-1.57755851987895

80.48601738504510

0.030920785553803

-12.3794700736452

181.2451222946370

0.845547054530648

-18.4536175285134

58.7431510137744

5.79703325429050

33.93486031738910

72.67368613630550

15.84582819427700

-1.5488507792526

7.29120489737486

0.329018148599156

-0.109520012485821

0.386993194968513

0.030994429077417

2.68449551622951

7.10991898216110

1.01358625811878

-6.07899651039986

57.4737318721599

0.642975449300068

34.16416947024370

62.29557956961480

18.73632902455310

10.270975305172

62.42696155288010

1.6898617375458


Summation(X) = -14.761239561494
Summation(Y) = 125.617831944029
Summation(XY) = -38.8747012277241
Summation(X^2) = 6732.38134952851
Summation(Y^2) = 595.398744900421
Correlation Coefficient = n*Summation(XY) - Summation(X) *Summation(Y) / Sqrt((n*Summation(X^2) - (Summation(X))^2)*

(n*Summation(Y^2) - (Summation(Y))^2)) = 100*(-38.8747012277241) - (14.761239561494*125.617831944029) / sqrt(100*6732.38134952851) - (-14.761239561494)^2) (100*595.398744900421-(125.617831944029)^2))
= -0.0118474855114398
So both the variables X and Y are negatively correlated with each other.

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"V1" (x) "V2" (y) 10.887567665367 -0.582994861684123 -1.53303950481746 3.62213232453971 -13.6602853856511 0.932023402536683 -3.82919768713169 0.617102734600767 3.32495244658338 0.313186529466879 -2.038035385
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