This problem has 6 parts and I am struggling with understanding all of them so Please provide the answer for all of the parts with a short explanation. Thanks a lot in advance.The last part which is to complete a sentense says :-Because the P-value of the linear correlation coefficient is (Greater than / Less than or Equal to ) the significance level, there (Is / Is not) sufficient evidence to support the claim that there is a linear correlation between Internet users and scientific award winners. **Linear Correlation Analysis****1. Linear Correlation Coefficient**- **r = [Value Missing]** - *(Round to three decimal places as needed.)***2. Hypothesis Testing**- **Null Hypothesis (H₀):** ρ [Value Missing]- **Alternative Hypothesis (H₁):** ρ [Value Missing] - *(Type integers or decimals. Do not round.)***3. Test Statistic**- **t = [Value Missing]** - *(Round to two decimal places as needed.)***4. P-value**- **P-value = [Value Missing]** - *(Round to three decimal places as needed.)* **5. Conclusion**- Because the P-value of the linear correlation coefficient is [Dropdown Missing] the significance level, there [Dropdown Missing] sufficient evidence to support the claim that there is a linear correlation between Internet users and scientific award winners.*Note*: Values for statistical analysis (like coefficient 'r', test statistic 't', and the P-value) are crucial and should be accurately calculated per specific instructions. The data provided include the numbers of Internet users per 100 people and the numbers of scientific award winners per 10 million people for different countries. The goal is to construct a scatterplot, find the linear correlation coefficient \( r \), and determine the P-value of \( r \).### Data:- **Internet Users**: 80.5, 81.1, 57.8, 66.7, 76.8, 37.5- **Award Winners**: 5.3, 9.2, 3.4, 1.7, 10.9, 0.1### Task:- Construct a scatterplot of the data points.- Choose the correct scatterplot from the provided options (A, B, C, or D).- Investigate whether there is a linear correlation between the variables using a significance level of \(\alpha = 0.05\).### Explanation of Scatterplots:Each option (A, B, C, D) features a scatterplot graph with:- **X-axis**: Internet Users (ranging from 30 to 90)- **Y-axis**: Award Winners (ranging from 0 to 12)#### Scatterplot Details:- **Option A**: The data points show a more consistent and structured arrangement suggesting a specific pattern.- **Option B**: Data points are more scattered with no visible pattern or trend.- **Option C**: Similar to A but slightly different in arrangement.- **Option D**: Displays a distinct and unique scattering of data points.To accurately analyze, select the scatterplot (A, B, C, or D) that matches the data given above. Then proceed with statistical analysis to determine the linear correlation and P-value, thus evaluating the relationship between Internet usage and scientific achievements in various countries.

Scatter plot: Excel Procedure: Select the columns of Internet users and Award winners Insert menu.…

Answered: This problem has 6 parts and I am…

18th Edition

ISBN:9780079039897

Author:Carter

Publisher:Carter

Chapter4: Equations Of Linear Functions

Section4.5: Correlation And Causation

Problem 27PFA