📊 statistics

1. Problem: Find the first quartile (Q1) of the data set: 21, 35, 17, 43, 8, 59, 72, 119. 2. Formula and rules: The first quartile Q1 is the value below which 25% of the data fall.

1. **Problem statement:** We want to test if the new canned apples have a higher average vitamin C content than the old ones. 2. **Given data:**

1. **Problem Statement:** We are given data on inspection expenditure and defective parts per 1000 units for 3 plants. We need to find the Coefficient of Determination ($R^2$) and

1. **State the problem:** We are given data points for % level of engagement ($x$) and % volume of sales ($y$). We want to find the linear regression line $y = bx + a$ that best fi

1. The problem is to predict the next number of sets in a match series between Gusev M. and Yankovsky A. based on past match results. 2. We analyze the last 4 matches' set scores:

1. The problem is to draw a histogram for the given frequency distribution tables. 2. A histogram is a graphical representation of data using bars of different heights. Each bar gr

1. **Problem statement:** We have battery pack runtimes that are Normally distributed with mean $\mu=2$ hours and standard deviation $\sigma=20$ minutes = $\frac{1}{3}$ hours. 2. *

1. **State the problem:** We need to find the median number of books read by students given the grouped frequency distribution. 2. **Recall the formula for median in grouped data:*

1. **Binomial Distribution**: It models the number of successes in a fixed number of independent trials, each with the same probability of success $p$. The probability mass functio

1. **Problem Statement:** Find the mean, mode, and median of the frequency distribution with frequencies: 4, 4, 7, 10, 12, 8, 5. 2. **Step 1: Organize the data**

1. **Problem Statement:** Fit the line of regression of $y$ on $x$ for the given data:

1. **Problem:** Given the sample data 10, 8, 12, 15, 13, 11, 6, 5 from a normal population, find: a) The point estimate of the population mean.

1. **Problem statement:** We want to test if the mean salary of students at a certain college is lower than the population mean salary of 8600 NIS, given a sample of 38 students wi

1. The problem involves hypothesis testing for a population mean $\mu$ with null hypothesis $H_0: \mu = \mu_0$ and alternative hypothesis $H_1: \mu < \mu_0$. 2. The test statistic

1. **Problem statement:** We want to test if the mean salary of students at a certain college is lower than the population mean of 8600 with a sample mean of 7300, sample size 38,

1. **State the problem:** We want to calculate the 90% confidence interval for the mean diameter of items produced by the machine based on a sample of 7 items with diameters: 8, 11

1. **State the problem:** We have a confidence interval for the mean salary of business administration graduates: $7800$ to $9400$. The sample size is $n=40$, and the population st

1. **Problem statement:** A researcher wants to estimate the mean motivation level of high school students. Given:

1. **Problem statement:** We have a normally distributed variable (years of schooling) with standard deviation $\sigma = 3.5$ years.

1. **State the problem:** We want to determine if the predictor variable (study time $x$) is useful for predicting the response variable (test score $y$) at significance level $\al

1. **State the problem:** We want to determine if the predictor variable (study time $x$) is useful for predicting the response variable (test score $y$) at significance level $\al