Blog

Questions 22-25 A linear regression model was fitted to estimate the response variable Cirrhosis.Death.Rate using the percentage of the population who was urban, and wine and liquor consumption per capita.  There are 46 data points in this model. Using the following R output from a fitted multiple linear regression model, answer the following multiple-choice questions. Call:lm(formula = Cirrhosis.Death.Rate ~ ., data = data)Residuals:     Min       1Q   Median       3Q      Max -28.5939  -5.0002   0.7397   7.2051  18.1331 Coefficients:                              Estimate Std. Error t value Pr(>|t|)    (Intercept)                     3.8706     7.1618   0.540 0.591738    Percent_Population_Urban        0.4965     0.1414   3.512 0.001078 ** Wine_Consumption_per_capita     1.6008     0.3919   A   0.000194 ***Liquor_Consumption_per_capita   0.2286     0.1002   2.281 0.027702 *  —Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1Residual standard error: 10.96 on C degrees of freedomMultiple R-squared:  0.796,    Adjusted R-squared:  B F-statistic: 54.62 on 3 and C DF,  p-value: 1.503e-14

Controlling variables are variables which are used to help researchers control bias selection in the response data, thus should be discarded from the model when conducting multiple linear regression.

In linear regression, the assumption of normality is required for reliable derivations of confidence intervals, prediction intervals, and hypothesis testing. 

When checking for outliers using Cook’s distance, one rule of thumb commonly used for small sample data is to investigate any outliers with a Cook’s Distance greater than .

In simple linear regression,

In simple linear regression, which of the following(s) can be used to check if there is an outlier?  (1) Histogram of residuals  (2) Scatterplot of response variable vs. predictor variable  (3) Residual vs. fitted value plot

Use the Diagram Below to Answer the following Questions ( Watch Your N’s and P’s ) 46) Is solution A A) Hypertonic to B B) Hypotonic to B C) Isosmotic to B

18) What is the Osmolarity of 1L of a 6M solution of NaCl?  (Ionic)a.12b.4c.6d.8e.10

If Chloride (Cl-) ion were to enter a cell in a Resting state it would hyperpolarize the Cell (Hint The Chloride Ion Carries a Negative Charge CL – )

Use the Diagram Below to Answer the following Questions ( Watch Your N’s and P’s )   45) Which way will Water Move   A) From B to A B) From A to B