All flashcards
Flashcard 1: What are the units of intercept b if y is measured in dollars?
Answer: Dollars (same units as y). Intercept has the same units as the response variable.
Flashcard 2: What does the slope m represent in a linear model y=mx+b for bivariate measurement data?
Answer: Rate of change in y for each 1-unit increase in x. Slope measures how much y changes per unit change in x.
Flashcard 3: What does the intercept b represent in a linear model y=mx+b for bivariate measurement data?
Answer: Predicted value of y when x=0. The y-intercept is where the line crosses the y-axis.
Flashcard 4: What is the slope m of the line through (2,5) and (6,13)?
Answer: m=2. Use m=6−213−5=48=2.
Flashcard 5: What is the intercept b if y=3x+b passes through (4,14)?
Answer: b=2. Substitute: 14=3(4)+b, so 14=12+b.
Flashcard 6: What is the intercept b if slope m=2 and the line passes through (0,9)?
Answer: b=9. When x=0, y=b, so intercept equals y-coordinate.
Flashcard 7: Identify the slope and intercept in the model y=−0.5x+8.
Answer: m=−0.5, b=8. Coefficient of x is slope; constant term is intercept.
Flashcard 8: What is the predicted change in y when x increases by 6 in the model y=1.2x+5?
Answer: Δy=7.2. Multiply slope by change in x: 1.2×6=7.2.
Flashcard 9: What is the linear model equation if slope m=4 and intercept b=−7?
Answer: y=4x−7. Substitute slope and intercept into y=mx+b form.
Flashcard 10: What is the predicted y when x=5 for the model y=2x+3?
Answer: y=13. Substitute x=5: y=2(5)+3=10+3.
Flashcard 11: What is the predicted x when y=17 for the model y=2x+1?
Answer: x=8. Solve 17=2x+1: 16=2x, so x=8.
Flashcard 12: What does a slope of 1.5 cm/hr mean in a model where x is hours and y is plant height?
Answer: Each additional 1 hour predicts 1.5 cm more height. Slope is the rate of change in context.
Flashcard 13: What does an intercept of 10 cm mean in a model where x is hours of sunlight and y is height?
Answer: At x=0, predicted height is 10 cm. Intercept is the starting value when input is zero.
Flashcard 14: Which variable is the explanatory variable in a model written as y=mx+b?
Answer: x is the explanatory (independent) variable. In y=mx+b, x is the input variable.
Flashcard 15: Which variable is the response variable in a model written as y=mx+b?
Answer: y is the response (dependent) variable. In y=mx+b, y depends on x.
Flashcard 16: What are the units of slope if x is in hours and y is in centimeters?
Answer: cm/hr. Slope units are output units per input unit.
Flashcard 17: What is the slope m if y increases by 12 when x increases by 3?
Answer: m=4. Slope equals change in y divided by change in x: 312.
Flashcard 18: What is the meaning of a negative slope in a bivariate linear model?
Answer: As x increases, predicted y decreases. Negative slope means inverse relationship.
Flashcard 19: What is the meaning of a slope of 0 in a bivariate linear model?
Answer: Predicted y stays constant as x changes. Zero slope means a horizontal line.
Flashcard 20: What is the slope formula using two data points (x1,y1) and (x2,y2)?
Answer: m=x2−x1y2−y1. Rise over run formula calculates slope between two points.
Flashcard 21: Find the slope of the line through (2,7) and (6,15).
Answer: m=2. Use m=6−215−7=48.
Flashcard 22: Which value is the y-intercept in the model y=0.75x−6?
Answer: −6. Y-intercept is the constant term in y=mx+b.
Flashcard 23: Identify the meaning of b in y=1.5x+10 if x is hours of sunlight and y is plant height (cm).
Answer: At x=0, predicted height is 10 cm. Y-intercept occurs when input is zero.
Flashcard 24: What does the phrase "predicted value" mean in a linear model context?
Answer: The model’s estimate of y for a given x. Linear models predict output from input values.
Flashcard 25: What does a slope of 0 mean about the relationship between x and y in a linear model?
Answer: Predicted y does not change as x changes. Zero slope means horizontal line.
Flashcard 26: What does a negative slope mean about the association between x and y in a linear model?
Answer: As x increases, predicted y decreases. Negative slope means inverse relationship.
Flashcard 27: What is the y-intercept in a linear model y=mx+b and what does it represent in context?
Answer: b; the predicted value of y when x=0. Y-intercept is where the line crosses the y-axis.
Flashcard 28: What is the slope in a linear model y=mx+b and what does it represent in context?
Answer: m; the change in y for each 1-unit increase in x. Slope measures rate of change between variables.
Flashcard 29: A model is y=−1.2x+50. What is the predicted change in y when x increases by 5?
Answer: Decrease of 6. Change is slope times change in x: −1.2imes5.
Flashcard 30: A model is y=4x+20. What is the predicted change in y when x increases by 3?
Answer: Increase of 12. Change is slope times change in x: 4imes3.