All flashcards
Flashcard 1: What does nonlinear association mean in a scatter plot?
Answer: The points follow a curved pattern rather than a straight line. Indicates a relationship that changes at varying rates.
Flashcard 2: What should a complete scatter plot include besides plotted points?
Answer: Labeled axes with units and a clear title describing the variables. Proper labeling ensures readers understand what's being measured.
Flashcard 3: Identify what this pattern shows: most points are concentrated in one region of the plot.
Answer: Clustering. Dense grouping suggests similar characteristics in that region.
Flashcard 4: Identify what this point is: one point is far above all others and off the pattern.
Answer: Outlier. Extreme values can affect analysis and should be investigated.
Flashcard 5: Identify the form: points follow a U-shaped curve in a scatter plot.
Answer: Nonlinear association. Parabolic or other curved patterns show changing rates.
Flashcard 6: Identify the form: points are close to a straight line in a scatter plot.
Answer: Linear association. The relationship can be modeled by y=mx+b.
Flashcard 7: Identify the association: points fall from left to right in a scatter plot.
Answer: Negative association. Higher x values correspond to lower y values.
Flashcard 8: What is a scatter plot used to display in statistics?
Answer: A graph of paired data (x,y) showing the relationship of two variables. Shows how two variables relate to each other visually.
Flashcard 9: What does bivariate measurement data mean?
Answer: Two numerical measurements recorded for each individual or object. "Bi" means two - we measure two variables for each data point.
Flashcard 10: What does it mean to construct a scatter plot from a data table?
Answer: Plot each ordered pair (x,y) on a coordinate plane. Each data point becomes a dot at its (x,y) coordinates.
Flashcard 11: Which variable is usually placed on the x-axis in a scatter plot?
Answer: The explanatory (independent) variable. The variable we control or use to predict goes on the horizontal axis.
Flashcard 12: Which variable is usually placed on the y-axis in a scatter plot?
Answer: The response (dependent) variable. The variable that responds to changes goes on the vertical axis.
Flashcard 13: What does positive association mean in a scatter plot?
Answer: As x increases, y tends to increase. Points trend upward from left to right on the graph.
Flashcard 14: What does negative association mean in a scatter plot?
Answer: As x increases, y tends to decrease. Points trend downward from left to right on the graph.
Flashcard 15: What does no association mean in a scatter plot?
Answer: No clear pattern; y does not change predictably with x. Points are scattered randomly with no upward or downward trend.
Flashcard 16: What is a cluster in a scatter plot?
Answer: A group of points close together compared with the rest of the data. Indicates where data concentrates, often showing subgroups.
Flashcard 17: What does linear association mean in a scatter plot?
Answer: The points follow a pattern that is approximately a straight line. Points form a pattern you could model with a linear equation.
Flashcard 18: Identify the association: points rise from left to right in a scatter plot.
Answer: Positive association. Higher x values correspond to higher y values.
Flashcard 19: What is a linear association in a scatter plot?
Answer: A pattern that follows a straight-line trend. Points approximate a straight line when connected.
Flashcard 20: What is a scatter plot used to display for two numerical variables?
Answer: A graph of paired (x,y) data points to show a relationship. Each point represents one pair of measurements from the same individual.
Flashcard 21: Which statement correctly interprets positive association between study time x and score y?
Answer: Larger x values tend to be paired with larger y values. More study time associates with higher scores.
Flashcard 22: Identify the feature: many points are tightly grouped near (5,1) and (6,2).
Answer: A cluster. Tightly grouped points form a cluster pattern.
Flashcard 23: Identify the feature: most points are near (2,3), with one point near (9,9).
Answer: The point near (9,9) is an outlier. Point is far from the main group, making it an outlier.
Flashcard 24: Identify the association type: points lie close to a downward slanting line.
Answer: Negative linear association. Both "negative" and "linear" describe the downward straight trend.
Flashcard 25: Identify the association type: points lie close to an upward slanting line.
Answer: Positive linear association. Both "positive" and "linear" describe the upward straight trend.
Flashcard 26: Identify the association type: points form a U-shaped curve as x increases.
Answer: Nonlinear association. U-shape is a classic example of a curved relationship.
Flashcard 27: Which option best describes this trend: points fall from left to right?
Answer: Negative association. Falling pattern indicates inverse relationship.
Flashcard 28: Which option best describes this trend: points rise from left to right?
Answer: Positive association. Rising pattern indicates variables increase together.
Flashcard 29: What is a nonlinear association in a scatter plot?
Answer: A pattern that follows a curve rather than a straight line. Common curves include parabolas, exponentials, or S-shapes.
Flashcard 30: What does “no association” mean when interpreting a scatter plot?
Answer: No clear pattern; y does not change predictably with x. Points are scattered randomly without a trend.