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Poy Kanokwan

on 14 June 2013

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Transcript of Regression

Group 2
Regression Analysis

Correlation Matrix of All Variables
Partial F Test
Perform Multiple Regression
- Dependent
- Independent
Qualitative Data
Quantitative Data
1. Action (D1)

2. Comedy (D2)

1. Summer (D10)

2. Autumn (D11)

1. Sony (D4)

2. Warner Bros (D5)

3. Beuna Vista (D6)

4. Universal (D7)

5. Others
4. Life time average Director (Director = X4)

5. Opening Weekend (OW = X5)

6. Run Time (RT = X6)

1. Production Budget (PB = X1)

2. Life time average Actress (Actress = X2)

3. Life time average Actor (Actor = X3)
7. In release (IR = X7)

8. Widest Release (WR = X8)

1st Perform
2nd Perform
3rd Perform
Best Regression Model

To determine factors that effect to Domestic Total Gross of the American Movies
Y= Domestic Total Gross of the American Movie
3. Animation (D3)

4. Others
1. PG-13 (D8)

2. R (D9)

3. Others

- Total Gross: 10,836,000,000 USD (+6.5%)

- Number of Movies: 660

- Number of Tickets: 1,361.3million
Y = 13.943 + 2.810X5
Thank you for your attention
3. Winter (D12)

4. Spring

Forecast Domestic Total Gross
= -83.388 + 2.498(28.402) + 0.553(100) + 0.430(77)
Actual Domestic Total Gross =
Forecast Domestic Total Gross
= -83.388 + 2.498(19.690) + 0.553(88) + 0.430(91)
Actual Domestic Total Gross =
Full transcript