Quantitative Methods
Covers mathematical and statistical techniques used in finance.
Concepts covered: Correlation and Regression, Sampling and Estimation, Time Value of Money, Probability Distributions and Descriptive Statistics, Time Series Analysis, Hypothesis Testing
CFA Level 1 - Quantitative Methods Example Questions
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Question 1
A financial analyst is studying the average daily returns of a stock index. They randomly select a sample of 40 trading days and calculate the sample mean return to be 0.2% with a sample standard deviation of 1.2%. The analyst wants to construct a 99% confidence interval for the true population mean daily return. Assuming the daily returns are approximately normally distributed, what is the most appropriate z-score (critical value) to use for this confidence interval?
Question 2
A company's monthly sales data is known to follow a normal distribution with a mean of $500,000 and a standard deviation of $100,000. The management wants to determine the probability that the monthly sales will exceed $650,000. What is the z-score that corresponds to a monthly sales figure of $650,000?
Question 3
An investor is considering an investment that requires an initial outlay of $20,000 and is expected to generate annual cash inflows of $6,000 for the next 4 years. If the investor's required rate of return is 12% per annum, what is the internal rate of return (IRR) of this investment?
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