I need help finding the test statistic and the P-value **Educational Resource: Analyzing Correlation Between Lemon Imports and Crash Fatality Rates****Data Analysis Overview:**The table below presents annual data over various years, with two key variables:- **Lemon Imports** (in metric tons)- **Crash Fatality Rate** (per 100,000 population)| Lemon Imports | Crash Fatality Rate ||---------------|---------------------|| 228 | 15.9 || 266 | 15.7 || 358 | 15.5 || 483 | 15.3 || 534 | 14.8 |**Research Objective:**Evaluate the relationship between lemon imports and crash fatality rates by calculating the linear correlation coefficient \( r \). Determine the statistical significance using a significance level of \( \alpha = 0.05 \). Explore whether there is a meaningful correlation which implies that lemon imports might affect crash fatality rates.**Hypotheses:**Identify the null and alternative hypotheses for statistical testing:- \( H_0: \rho = 0 \) (No correlation)- \( H_1: \rho \neq 0 \) (Some correlation)**Scatterplot Construction:**Selected Scatterplot (Option C) Visual Details:- The x-axis represents Lemon Imports.- The y-axis represents the Crash Fatality Rate.- Points on the scatterplot illustrate a downward trend, suggesting a negative relationship.**Statistical Analysis:**- The computed linear correlation coefficient is \( r = -0.953 \). - This value suggests a strong negative correlation between lemon imports and crash fatality rates.**Conclusion:**The analysis demonstrates a strong inverse correlation, which statistically suggests a decrease in crash fatality rates with an increase in lemon imports. However, correlation does not imply causation; thus, no direct conclusion can be drawn that lemon imports cause a reduction in crash fatalities. The correlation might be coincidental or influenced by external variables.

Test is that whether there is a correlation between lemon imports and crash fatality rates. Given…

Answered: finding the test statistic and the…

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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Find the test statistics, p-value and confidence interval using statcrunch or excel. thank you
What are the Four Steps to use when working with the t-test ?
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