Statistical Inference 3.1 Methods The components of our multiple linear regression model are the following: Numerical outcome variable y = Review Rating Numerical explanatory variable x1 = Movie Budget Categorical explanatory variable x2 = Movie Rating 3.2 Model Results   Table 2. Regression table of linear model of horror movies: (SEE IMAGE ATTACHED) Interpret the regression table

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Statistical Inference

3.1 Methods

The components of our multiple linear regression model are the following:

  • Numerical outcome variable y = Review Rating
  • Numerical explanatory variable x1 = Movie Budget
  • Categorical explanatory variable x2 = Movie Rating

3.2 Model Results

 

Table 2. Regression table of linear model of horror movies: (SEE IMAGE ATTACHED)

Interpret the regression table

A lippie.
term
<chr>
intercept
budget
movie_rating: NOT RATED
movie_rating: PG
movie_rating: PG-13
movie_rating: R
movie_rating: TV-14
movie_rating: TV-MA
movie_rating: UNRATED
9 rows | 1-4 of 7 columns
estimate
<dbl>
8.100
0.000
-3.544
-2.342
• -3.124
-3.091
-3.735
-3.709
-3.320
std_error
<dbl>
1.311
0.000
1.314
1.532
1.326
1.315
1.375
1.333
1.334
statistic
<dbl>
6.178
4.394
-2.697
-1.528
-2.356
-2.350
-2.716
-2.783
-2.488
F
Transcribed Image Text:A lippie. term <chr> intercept budget movie_rating: NOT RATED movie_rating: PG movie_rating: PG-13 movie_rating: R movie_rating: TV-14 movie_rating: TV-MA movie_rating: UNRATED 9 rows | 1-4 of 7 columns estimate <dbl> 8.100 0.000 -3.544 -2.342 • -3.124 -3.091 -3.735 -3.709 -3.320 std_error <dbl> 1.311 0.000 1.314 1.532 1.326 1.315 1.375 1.333 1.334 statistic <dbl> 6.178 4.394 -2.697 -1.528 -2.356 -2.350 -2.716 -2.783 -2.488 F
Expert Solution
Step 1

Given information:

Numerical outcome variable y = Review Rating

Numerical explanatory variable x1 = Movie Budget

Categorical explanatory variable x2 = Movie Rating

term estimate std_error Statistic
intercept 8.1 1.311 6.178
budget 0 0 4.394
movie_rating: NOT RATED -3.544 1.314 -2.697
movie_rating: PG -2.342 1.532 -1.528
movie_rating: PG-13 -3.124 1.326 -2.356
movie_rating: R -3.091 1.315 -2.35
movie_rating: TV-14 -3.735 1.375 -2.716
movie_rating: TV-MA -3.709 1.333 -2.783
movie_rating: UNRATED -3.32 1.334 -2.488
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