document.write( "Question 1178445: Let Y have a chi-square distribution with 7 degrees of freedom. Find the following probabilities.
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document.write( "(a) P (Y > y0) = 0.025
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document.write( "(b) P (a < Y < b) = 0.90\r
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document.write( "(c) P (Y > 1.239).\r
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document.write( "thank you \n" );
document.write( "
Algebra.Com's Answer #850347 by CPhill(1987) You can put this solution on YOUR website! Let's solve these probability problems using the chi-square distribution with 7 degrees of freedom.\r \n" ); document.write( "\n" ); document.write( "**(a) P(Y > y0) = 0.025**\r \n" ); document.write( "\n" ); document.write( "* We need to find the value y0 such that the area to the right of it under the chi-square curve is 0.025. \n" ); document.write( "* This is the 97.5th percentile of the chi-square distribution. \n" ); document.write( "* Using a chi-square table or calculator, we find y0.\r \n" ); document.write( "\n" ); document.write( "**(b) P(a < Y < b) = 0.90**\r \n" ); document.write( "\n" ); document.write( "* We need to find the values a and b such that the area between them under the chi-square curve is 0.90. \n" ); document.write( "* Since we want the middle 90%, we need to exclude the lower 5% and the upper 5%. \n" ); document.write( "* Thus, 'a' is the 5th percentile, and 'b' is the 95th percentile of the chi-square distribution.\r \n" ); document.write( "\n" ); document.write( "**(c) P(Y > 1.239)**\r \n" ); document.write( "\n" ); document.write( "* We need to find the area to the right of 1.239 under the chi-square curve. \n" ); document.write( "* This is equivalent to 1 - P(Y ≤ 1.239), where P(Y ≤ 1.239) is the cumulative distribution function (CDF) at 1.239.\r \n" ); document.write( "\n" ); document.write( "**Calculations**\r \n" ); document.write( "\n" ); document.write( "Using a chi-square calculator or statistical software:\r \n" ); document.write( "\n" ); document.write( "**(a) P(Y > y0) = 0.025**\r \n" ); document.write( "\n" ); document.write( "* y0 = 16.0128 (approximately)\r \n" ); document.write( "\n" ); document.write( "**(b) P(a < Y < b) = 0.90**\r \n" ); document.write( "\n" ); document.write( "* a = 2.1673 (approximately) \n" ); document.write( "* b = 14.0671 (approximately)\r \n" ); document.write( "\n" ); document.write( "**(c) P(Y > 1.239)**\r \n" ); document.write( "\n" ); document.write( "* P(Y ≤ 1.239) = 0.0100 (approximately) \n" ); document.write( "* P(Y > 1.239) = 1 - 0.0100 = 0.9900 (approximately)\r \n" ); document.write( "\n" ); document.write( "**Results**\r \n" ); document.write( "\n" ); document.write( "* **(a) y0 = 16.0128** \n" ); document.write( "* **(b) a = 2.1673, b = 14.0671** \n" ); document.write( "* **(c) P(Y > 1.239) = 0.9900** \n" ); document.write( " \n" ); document.write( " |