Question

answer USING PHSTAT

A young researcher wants to know what factors affect the Number of weekly riders. You are asked to help the young researcher to make statistical analysis.

a. Develop two (2) hypotheses

b. Using simple linear regression analysis with a significance level of 5% as the basis of your analysis, please conduct the analysis and interpret the results for both of the hypotheses that you developed.

Number of Price MonthlyAverage income of parking rates Number of Price Monthly Average income of parking rates of city Population of city per month per month $50 $50 152,000 136,000 126,240 123,888 126,080 151,680 152,800 $75 1,615,000 $14,010 S80 1,605,000 $14,468 S86 1,590,000 $15,000 $98 1,595,000 15,200 $87 1,590,000 15,600 $77 1,600,000 16,000 S63 1,610,000 16,200 $150 $155 $165 $175 $175 $190 $200 $15 1,800,000 $5,800 $15 1,790,000 $6,200 $15 1,780,000 $6,400 $25 1,778,000 $6,500 $25 1,70,000$6,550 $25 1,740,000$6,580 $25 1,725,000$8,200 $30 1,725,000 $8,600 $30 1,720,000$8,800 $30 1,705,000$9,200 $30 1,710,000 $9,630 $40 1,700,000$10,570 $40 1,695,000$11,330 $401,695,000 $11,600 $401,690,000 $11,800 $40 1,630,000$11,830 $65 1,640,000$12,650 115,696 $102 1,635,000 $13,000 $75 1,630,000$13,224 $75 1,620,000$13,766 192,000 190,400 191,200 177,600 176,800 178,400 180,800 175,200 174,400 173,920 172,800 163,200 161,600 161,600 160,800 $70 27 13 S85 $100 $105 $105 $105 $110 $125 $130 16 17 148,800 147,200 150,400

Answer 1

Solution rt to test f theve is any Significant uzen the rumbey of wesly idey s and the price p vweef "The null hypothesis , there is no Sign华ear+ tinea. Yelationhip between the nunt, ¥ week eg Ridexs end the Price per uoeeik Alternatie hypothais linea velationlip between the numbe o l hpohes There is o betiseen tumbee tectly Rides ard the. tern dive ion

imple Lineai Kesressign Resvestin Statistics 0.9660 auare rre Shaadesd Ermo 5620:1134 27 ANOVA MS 1 1 00151338{ .TV32| 1100751338紂432| S48. 4170 | ο .oooo kesidual 25 789642015 106 31555 680.6043 26 |1r79"7155403·8sn Standond Coepfrrents Op Price hoi th F(,26)-SY 8.49 , P15% oesgraficance and Conclude that there isoxSig cat rea

Adjustesquane 797 9572:243 dl f MS idua 5 229308 12 5010 47235 72,5000 -33732.os며 466"78. 2fo-6 . TS, 0.0000 409661 c752 217802.437 m0966I. 67 521 |o. 3390 populofion 10,2810|0.0L77 of city | 0-1792|0.0000|0.2249 p.224) that there is linear relaor hip Hoo the not hoe上'y Ri foputton 멓 the cit de«s and esSim aqu