Dep. Variable: total_wins R-squared : Adj. R-squared: F-statistic: 0.228 Model: OLS Least Squares Sat, 27 Feb 2021 0.227 Method: 182.1 1.52e-36 Prob (F-statistic): Log-Likelihood: AIC: Date: Time: 18:10:54 -2385.4 No. Observations: 618 4775. Df Residuals: 616 BIC: 4784. Df Model: Covariance Type: nonrobust coef std err t P>|t| [0.025 0.975] Intercept avg_pts -85.5476 9.305 -9.194 0.000 -103.820 -67.275 1.2849 0.095 13.495 0.000 1.098 1.472 Omnibus: 24.401 0.000 Durbin-Watson: 1.768 Prob(Omnibus): Skew: Jarque-Bera (JB): Prob(JB): Cond. No. 11.089 -0.033 0.00391 Kurtosis: 2.347 1.97e+03

how do you find the Lower quartile when the median is two of the same number

Explain the t-test as it relates to its application to one samples

Describe a study in which you can use both nonparametric and parametric statistics. A researcher has participants expecting to receive either painful or mild electrical shocks during a study wait in a quarter-full waiting room with other participants. He then measures whether they choose to sit next to other participants or if they sit far away on their own. What is the best test to run for this study and why?