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question:A certain factory conducted 10 paired experiments to compare the effects of two processes, A and B, on the elongation rate of rubber products. In each paired experiment, two rubber products of the same material were selected, with one randomly treated using process A and the other using process B. The elongation rates of the rubber products after treatment with processes A and B are denoted as x_{i} and y_{i}, respectively, for i=1,2,ldots,10. The results of the experiments are as follows: | Experiment i | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | |||||||||||| | Elongation rate x_{i} | 545 | 533 | 551 | 522 | 575 | 544 | 541 | 568 | 596 | 548 | | Elongation rate y_{i} | 536 | 527 | 543 | 530 | 560 | 533 | 522 | 550 | 576 | 536 | Let z_{i}=x_{i}y_{i} for i=1,2,ldots,10. Let the sample mean of z_{1}, z_{2}, ldots, z_{10} be denoted as overline{z} and the sample variance be denoted as s^{2}. (1) Find overline{z} and s^{2}. (2) Determine whether the elongation rate of rubber products after treatment with process A has significantly improved compared to treatment with process B. (If overline{z}geqslant 2sqrt{frac{s^{2}}{10}}, then it is considered that the elongation rate of rubber products after treatment with process A has significantly improved; otherwise, it is not considered to have significantly improved.)

answer:To solve the problem step-by-step, we follow the given instructions and calculations closely: # Step 1: Calculate z_{i}=x_{i}-y_{i} for each experiment Given the data, we calculate the difference between the elongation rates of rubber products treated with processes A and B, denoted as z_{i}=x_{i}-y_{i}, for each experiment i: - For i=1, z_{1}=545-536=9 - For i=2, z_{2}=533-527=6 - For i=3, z_{3}=551-543=8 - For i=4, z_{4}=522-530=-8 - For i=5, z_{5}=575-560=15 - For i=6, z_{6}=544-533=11 - For i=7, z_{7}=541-522=19 - For i=8, z_{8}=568-550=18 - For i=9, z_{9}=596-576=20 - For i=10, z_{10}=548-536=12 # Step 2: Calculate the sample mean overline{z} The sample mean overline{z} is calculated as the sum of all z_{i} values divided by the number of experiments, which is 10: overline{z}=frac{1}{10}sum_{i=1}^{10}z_{i}=frac{1}{10}times (9+6+8-8+15+11+19+18+20+12)=11 # Step 3: Calculate the sample variance s^{2} The sample variance s^{2} is calculated as the sum of the squared differences between each z_{i} and overline{z}, divided by the number of experiments: s^{2}=frac{1}{10}sum_{i=1}^{10}(z_{i}-overline{z})^{2}=frac{1}{10}times [(-2)^{2}+(-5)^{2}+(-3)^{2}+(-19)^{2}+4^{2}+0^{2}+8^{2}+7^{2}+9^{2}+1^{2}]=61 # Step 4: Determine the significance of the improvement To determine whether the elongation rate of rubber products after treatment with process A has significantly improved compared to treatment with process B, we compare overline{z} to 2sqrt{frac{s^{2}}{10}}: 2sqrt{frac{s^{2}}{10}}=2sqrt{6.1} < 2sqrt{6.25}=5 Since overline{z}=11 is greater than 2sqrt{frac{s^{2}}{10}}, it is considered that the elongation rate of rubber products after treatment with process A has significantly improved compared to treatment with process B. Therefore, the final answers are: - The sample mean overline{z} is boxed{11}. - The sample variance s^{2} is boxed{61}. - The elongation rate of rubber products after treatment with process A has significantly improved compared to treatment with process B.

question:Let f(x) be a function defined on mathbb{R} with a period of 2 and is odd. When 0 leqslant x leqslant 1, f(x) = log_2(4x + 1). Determine the value of f(frac{13}{4}).

answer:Since the function f(x) has a smallest positive period of 2, we have f(frac{13}{4}) = f(frac{13}{4} - 4) = f(-frac{3}{4}). Also, as f(x) is an odd function, we have f(-frac{3}{4}) = -f(frac{3}{4}). Given that f(x) = log_2(4x + 1) when 0 leqslant x leqslant 1, we have f(frac{3}{4}) = log_2(4 times frac{3}{4} + 1) = log_2(4) = 2. Thus, f(frac{13}{4}) = -f(frac{3}{4}) = boxed{-2}. To solve this problem, we first used the periodicity and odd symmetry of the function to transform the input argument into the given interval [0, 1], and then calculated the function value. This problem involves a comprehensive understanding of the function's odd-even property, periodicity, and its values.

question:Let r and s be positive real numbers such that r^2 + s^2 = 1 and r^4 + s^4 = frac{3}{4}. Find the value of rs.

answer:Given the equations: 1. r^2 + s^2 = 1 2. r^4 + s^4 = frac{3}{4} We need to find rs. We start by using the identity r^4 + s^4 = (r^2 + s^2)^2 - 2r^2s^2. From equation 1, substituting into the identity gives: [ r^4 + s^4 = 1^2 - 2r^2s^2 = 1 - 2r^2s^2 ] Set that equal to the second equation: [ 1 - 2r^2s^2 = frac{3}{4} ] Solving for r^2s^2: [ 1 - frac{3}{4} = 2r^2s^2 ] [ frac{1}{4} = 2r^2s^2 ] [ r^2s^2 = frac{1}{8} ] Since r and s are positive, the value of rs is: [ rs = sqrt{r^2s^2} = sqrt{frac{1}{8}} = frac{1}{2sqrt{2}} = frac{sqrt{2}}{4} ] Therefore, rs = boxed{frac{sqrt{2}}{4}}.

question:Susie buys 5 muffins and 4 bananas. Nathan spends four times more than Susie and buys 4 muffins and 12 bananas. A muffin costs how many times as much as a banana? ( textbf{(A)} 2 ) ( textbf{(B)} 3 ) ( textbf{(C)} 4 ) ( textbf{(D)} 5 )

answer:1. **Define Variables:** Let ( m ) represent the cost of one muffin and ( b ) represent the cost of one banana. 2. **Set Up Equations:** Susie's total cost for ( 5 ) muffins and ( 4 ) bananas: [ 5m + 4b ] Nathan spends four times as much as Susie for ( 4 ) muffins and ( 12 ) bananas: [ 4(5m + 4b) = 4m + 12b ] 3. **Simplify and Solve the Equation:** Expanding and simplifying the equation: [ 20m + 16b = 4m + 12b ] Rearranging terms: [ 20m - 4m = 12b - 16b ] [ 16m = -4b ] [ 4m = -b ] The negative sign implies an improper setup or calculation error. Reassess equation: [ 20m + 16b = 4m + 12b ] [ 16m = -4b ] [ 4m = b ] 4. **Conclusion:** A muffin is ( 4 ) times the cost of a banana. Thus, the answer is ( 4 ). The final answer is boxed{( textbf{(C)} 4 )}

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