Confirmed at the meeting of the department of "Socio-Economic Disciplines" Minute №____ from ____ of 2015. The dean of the faculty "International Educational Programs" Ronald Voogdt _____________ name signature EXAMINATION CARD № 1 Variant 1 on the discipline “QM2201 Quantitative methods” for the 3nd year students 1. Discrete random variables. Examples. 2. Differentiation. Meaning. Examples. 3. Compute skewness 32,54, 88,27,99,99, 99, 103, 103,72,88,140,200 Lecturer N. Ussenbayev ______________________ _______________________________________________________________________________________ Confirmed at the meeting of the department of "Socio-Economic Disciplines" Minute №____ from ____ of 2015. The dean of the faculty "International Educational Programs" Ronald Voogdt _____________ name signature EXAMINATION CARD № 2 Variant 1 on the discipline “QM2201 Quantitative methods” for the 3nd year students 1. Monte-Carlo methods. Advantages and Disadvantages. 2. Measures of central tendencies of the first order. 1. Differentiate 𝑦 = 3𝑥 2 − 2𝑒 𝑥 . What are extrema (min, max)? Lecturer N. Ussenbayev ______________________ Confirmed at the meeting of the department of "Socio-Economic Disciplines" Minute №____ from ____ of 2015. The dean of the faculty "International Educational Programs" Ronald Voogdt _____________ name signature EXAMINATION CARD № 3 Variant 1 on the discipline “QM2201 Quantitative methods” for the 3nd year students 1. 1. Continuous random variables. Examples. 2. Rules of matrix addition, multiplication. Examples. 3. Find the median, mode and standard deviation 32,54, 88,27,99,99, 99, 103, 103,72,88,140,200 Lecturer N. Ussenbayev ______________________ ___________________________________________________________________________ Confirmed at the meeting of the department of "Socio-Economic Disciplines" Minute №____ from ____ of 2015. The dean of the faculty "International Educational Programs" Ronald Voogdt _____________ name signature EXAMINATION CARD № 4 Variant 1 on the discipline “QM2201 Quantitative methods” for the 3nd year students 1. Probability distribution function. Normal distribution. 2. Finite-difference methods for derivatives. Examples. 3. Compute kurtosis 32,54, 88,27,99,99, 99, 103, 103,72,88,140,200 Lecturer N. Ussenbayev ______________________ Confirmed at the meeting of the department of "Socio-Economic Disciplines" Minute №____ from ____ of 2015. The dean of the faculty "International Educational Programs" Ronald Voogdt _____________ name signature EXAMINATION CARD № 5 Variant 1 on the discipline “QM2201 Quantitative methods” for the 3nd year students 1. 2. 3. Bayes theorem. Examples. Central limit theorem. There five red balls, five blue balls. If two balls are draw one by one in random without replacement from bag, what is probability that drawing two red balls in a row. Lecturer N. Ussenbayev ______________________ ______________________________________________________________________________________ Confirmed at the meeting of the department of "Socio-Economic Disciplines" Minute №____ from ____ of 2015. The dean of the faculty "International Educational Programs" Ronald Voogdt _____________ name signature EXAMINATION CARD № 6 Variant 1 on the discipline “QM2201 Quantitative methods” for the 3nd year students 1. 2. 3. Measures of central tendency of the second order. Chebychev’s inequality. A sample was drawn from a normally distributed population of asset prices. The sample mean was $50 and sample standard deviation was $5. The number of observations on sample is 25. Consider the hypothesis structure as 𝐻0 : 𝜇 = $45 𝑣𝑒𝑟𝑠𝑢𝑠 𝐻𝑎 : 𝜇 ≠ $45 at a 1% level of significance. What is the hypothesis testing conclusion? Lecturer N. Ussenbayev ______________________ Confirmed at the meeting of the department of "Socio-Economic Disciplines" Minute №____ from ____ of 2015. The dean of the faculty "International Educational Programs" Ronald Voogdt _____________ name signature EXAMINATION CARD № 7 Variant 1 on the discipline “QM2201 Quantitative methods” for the 3nd year students 1. Probability Distribution functions. T-distributions. 2. Linear programming. 3. A population has mean of 20 000 and standard deviation of 1 000. Samples size of n=2500 are taken from this population. What is the standard error of the sample mean and what is 90% confidence interval for sample mean? Lecturer N. Ussenbayev ______________________ ______________________________________________________________________________________ Confirmed at the meeting of the department of "Socio-Economic Disciplines" Minute №____ from ____ of 2015. The dean of the faculty "International Educational Programs" Ronald Voogdt _____________ name signature EXAMINATION CARD № 8 Variant 1 on the discipline “QM2201 Quantitative methods” for the 3nd year students 1. Measures of central tendency of the second order. 2. Hypotheses testing. 3. Use the following joint probability distribution to answer the questions below What is Expected value of Y? What is variance of X? Lecturer N. Ussenbayev ______________________ Confirmed at the meeting of the department of "Socio-Economic Disciplines" Minute №____ from ____ of 2015. The dean of the faculty "International Educational Programs" Ronald Voogdt _____________ name signature EXAMINATION CARD № 9 Variant 1 on the discipline “QM2201 Quantitative methods” for the 3nd year students 1. Z-values. Z-testing. 2. Measures of central tendencies of the third order. 3. Find solution 𝑍 = 11𝑥1 + 5𝑥2 → 𝑚𝑎𝑥 𝑥1 − 2𝑥2 ≤ 10 𝑥1 + 2𝑥2 ≤ 5 𝑥1 ≥ 0, 𝑥2 ≥ 0, { 𝑥1 , 𝑥2 ∈ 𝑍 Lecturer N. Ussenbayev ______________________ ______________________________________________________________________________________ Confirmed at the meeting of the department of "Socio-Economic Disciplines" Minute №____ from ____ of 2015. The dean of the faculty "International Educational Programs" Ronald Voogdt _____________ name signature EXAMINATION CARD № 10 Variant 1 on the discipline “QM2201 Quantitative methods” for the 3nd year students 1. Sampling distribution of the sample mean. 2. Linear combinations of random variables. 3. Suppose 20% of the employees company ABC have only a high school diploma; 60% have bachelor degrees; and 20% have graduate degrees. Of those with only school diploma, 15% hold management positions. Whereas of those having bachelor degrees, 30% hold management positions. Finally 60% of the employees who have graduate degrees hold management positions. Given that person holds a management position, what is probability that she/he has graduate degree. Lecturer N. Ussenbayev ______________________ Confirmed at the meeting of the department of "Socio-Economic Disciplines" Minute №____ from ____ of 2015. The dean of the faculty "International Educational Programs" Ronald Voogdt _____________ name signature EXAMINATION CARD № 11 Variant 1 on the discipline “QM2201 Quantitative methods” for the 3nd year students 1. Confidence intervals. 2. Probability. Independent events. Mutual exclusive events. Conditional events. 3. A sample of paired points A and B is shown below. What are covariance and correlation between values of A and B. Lecturer N. Ussenbayev ______________________ _____________________________________________________________________________________ Confirmed at the meeting of the department of "Socio-Economic Disciplines" Minute №____ from ____ of 2015. The dean of the faculty "International Educational Programs" Ronald Voogdt _____________ name EXAMINATION CARD № 12 Variant 1 on the discipline “QM2201 Quantitative methods” for the 3nd year students 1. Probability Distribution functions: either Chi- or F-distribution 2. Interpolation and Extrapolation. 3. Find solution. 1 2 3 𝑥 0 (−4 5 8) (𝑦) = ( 7 ) 2 −3 9 𝑧 −6 signature Lecturer N. Ussenbayev ______________________ Confirmed at the meeting of the department of "Socio-Economic Disciplines" Minute №____ from ____ of 2015. The dean of the faculty "International Educational Programs" Ronald Voogdt _____________ name signature EXAMINATION CARD № 13 Variant 1 on the discipline “QM2201 Quantitative methods” for the 3nd year students 1. Matrices. Properties. 2. Normal distribution. 3. Compute standard deviation. 32,54, 88,27,99,99, 99, 103, 103,72,88,140,200 Lecturer N. Ussenbayev ______________________ ______________________________________________________________________________________ Confirmed at the meeting of the department of "Socio-Economic Disciplines" Minute №____ from ____ of 2015. The dean of the faculty "International Educational Programs" Ronald Voogdt _____________ name signature EXAMINATION CARD № 14 Variant 1 1. Matrices. Gauss elimination method. 2. Probability. Independent events. Mutual exclusive events. Conditional events. 3. Compute variance. 32,54, 88,27,99,99, 99, 103, 103,72,88,140,200 Lecturer N. Ussenbayev ______________________