Q: Which of the following statements about correlation are correct?
(A) Correlation measures the strength and direction of a linear relationship between two variables;
(B) A correlation coefficient of +1 indicates a perfect negative linear relationship between variables;
(C) A correlation coefficient close to 0 suggests little or no linear relationship between the variables;
(D) Correlation does not necessarily imply a causal relationship between variables;
(E) A negative correlation means that as one variable increases, the other tends to decrease;
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Q: Which of the following statements about percentage change in data interpretation are correct?
(A) Percentage change is usually computed as (new value − old value) ÷ old value × 100%;
(B) When comparing two years’ data, a negative percentage change indicates a decrease from the earlier year;
(C) While interpreting percentage change, the base value chosen does not matter and can be either year without affecting the result;
(D) A large absolute difference in values always corresponds to a large percentage change;
(E) In some graphs, approximate values must be read and calculations are based on reasonable estimates;
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Q: Which of the following statements about direction sense reasoning are correct?
(A) In standard direction puzzles, north, south, east and west are taken as four main mutually perpendicular directions;
(B) When a person is facing north, turning right corresponds to facing east;
(C) When a person is facing west, a 90-degree turn to the left makes the person face south;
(D) In exam problems, movements along north–south and east–west directions can often be resolved into perpendicular components to find the final displacement;
(E) The statement “A is to the left of B” always means that A is geographically to the west of B, regardless of the direction they face;
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Q: Which of the following statements about validity, soundness and fallacies in arguments are correct?
(A) An argument is valid if, assuming its premises are true, the conclusion must also be true;
(B) An argument can be valid even if some of its premises are actually false;
(C) Affirming the consequent is a fallacy where from “if p then q” and “q” one concludes “p”;
(D) In a sound argument, either the premises are false or the argument is invalid;
(E) Distinguishing validity from soundness is important in critical reasoning questions;
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