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by A researcher investigates whether calorie intake has an effect on the incidence df chronic disease. A sample of 120 rhesus monkeys were divided into two equal groups. Over the span of 10 years, one group ate without limit (well-fed) and the other group consumed only 70% as many calories as the first group (low-cal). In the well-fed group. 25 animals experienced some form of chronic disease compared to 13 in the low-calorie group. Disease No disease Total 47 60 Low-cal 13 Well-fed Total 25 82 60 120 3835 1) Wirite the null and alternate hypothesis for a test of independence for the table. (2 marks) i) Calculate the expected frequencies for all cells assuming that the null hypothesis is (4 marks) true. iii) At a-0.05, determine whether calorie intake has an effect on the incidence of chronic (9 marks) disease.
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Answer #1

Here we use the Chi-square test of independence between two categorical variables as follows--

Considen the given table as Tndence Caak isease Non-diseaseTotal 6 0 60 Calorid diseade intahe 1 3 4 7 ele25 JAL 35 Total 38 120

Themull and altenmative hthotheses are Ho Cta Calonie imtake and the incidence diocas e a independent. ie. calomie intake has no offeet on the n eidence o chronia diwease st, tCalorie intahe and the inoidence dib ease are mot independent signidicant e. hexa is an eret we know, i- Hn Expected dmenen Ginand Total kemee, the expested egwencies den au cells arre ass uming Hos t equencies dorn at Inaidencoa Calorie e ntake diredae Kisease Non-disease lotal 500 20120 60x 3 g 1204/ 60 well-de Total 38

;;;®, To test Ho and H, ; we have. tes t-stats tie-→ eju (13-19), (25- t 1 9 19 47 35-41 ナ 441 t l o, 878oto. 87 80. : 15, 5454 Ho know, 2. We wry ℃(P-)(e-9. No. 머 rows =2- dto

ain itieal caitical value , = .., α=0.05 here o51. uphen 0.05-th diotmbuton 3-3415 Lobtained drom chi suare toble values nce Cnitical Valhe , we neject at level, x0.05 İheme io siga, suta.;dent evidence to conclade that calonie intale has an efcot on the incidence chionic dsease at 5 v. level

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