> fm1 <- lm(ascorbic ~ pct.dry + cultB.id + cultC.id, data=lima) > summary(fm1) Coefficients: Estimate Std. Error t...

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> fm1 <- lm(ascorbic ~ pct.dry + cultB.id + cultC.id,data=lima)

> summary(fm1)

Coefficients: Estimate Std. Error t value Pr(>|t|)

(Intercept) 213.2 16.3 13.1 4.64e-08 ***

pct.dry    -3.9 0.43 -9.1 1.96e-06 ***

cultB.id -6.2 5.53 -1.1 0.290

cultC.id    20.5 5.42 3.8 0.003 **

Signif. codes: 0 *** 0.001 ** 0.01 * 0.05 . 0.1 1

Residual standard error: -- intentionally omitted -MultipleR-squared: 0.91, Adjusted R-squared: 0.88 F-statistic: 36.84 on 3and 11 DF, p-value: 4.956e-06

(c) Determine whether each of the statements below is supportedby the multiple regression model above. If the statement issupported, circle “yes”. If the statement is not supported, circle“no”.
YES NO (i) After controlling for differences among the cultivars,there is strong evidence that ascorbic acid content decreases aspercent dry weight increases.
YES NO (ii) The estimate of the intercept suggests that lima beanplans of cultivar A have an average ascorbic acid content of213.
YES NO (iii) After accounting for the effect of percent dry weight,there is strong evidence that the ascorbic acid content of cultivarB is less than the ascorbic acid content of cultivar A.
YES NO (iv) After accounting for the effect of percent dry weight,there is strong evidence that the ascorbic acid content of cultivarC is less than the ascorbic acid content of cultivar A.

Answer & Explanation Solved by verified expert
4.1 Ratings (718 Votes)
fm1 summaryfm1 Coefficients Estimate Std Error t value Prt Intercept 2132 163 131 464e08 pctdry 39 043 91 196e06 cultBid 62 553 11 0290 cultCid 205 542 38 0003 Signif codes 0 0001 001 005 01 1 Residual standard error intentionally omitted Multiple Rsquared 091 Adjusted Rsquared 088 Fstatistic 3684 on 3 and 11 DF    See Answer
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