Calculus Volume 1
1st Edition
ISBN: 9781630182014
Author: Gilbert Strang, Edwin Jed Herman
Publisher: OpenStax College.
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Chapter 2.5, Problem 205E
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1. The CLT provides an approximate sampling distribution for the arithmetic average Ỹ of a
random sample Y₁, . . ., Yn f(y). The parameters of the approximate sampling distribution
depend on the mean and variance of the underlying random variables (i.e., the population
mean and variance). The approximation can be written to emphasize this, using the expec-
tation and variance of one of the random variables in the sample instead of the parameters
μ, 02:
YNEY,
· (1
(EY,, varyi
n
For the following population distributions f, write the approximate distribution of the sample
mean.
(a) Exponential with rate ẞ: f(y) = ß exp{−ßy}
1
(b) Chi-square with degrees of freedom: f(y) = ( 4 ) 2 y = exp { — ½/ }
г(
(c) Poisson with rate λ: P(Y = y) = exp(-\}
>
y!
y²
2. Let Y₁,……., Y be a random sample with common mean μ and common variance σ². Use the
CLT to write an expression approximating the CDF P(Ỹ ≤ x) in terms of µ, σ² and n, and
the standard normal CDF Fz(·).
Chapter 2 Solutions
Calculus Volume 1
Ch. 2.1 - For the following exercises, points P(l, 2) and...Ch. 2.1 - For the following exercises, points P(l, 2) and...Ch. 2.1 - For the following exercises, points P(l, 2) and...Ch. 2.1 - For the following exercises, points P(l, 1) and...Ch. 2.1 - For the following exercises, points P(l, 1) and...Ch. 2.1 - For the following exercises, points P(l, 1) and...Ch. 2.1 - For the following exercises, points P(4, 2) and...Ch. 2.1 - For the following exercises, points P(4, 2) and...Ch. 2.1 - For the following exercises, points P(4, 2) and...Ch. 2.1 - For the following exercises, points P(l.5, 0) and...
Ch. 2.1 - For the following exercises, points P( 1.5, 0) and...Ch. 2.1 - For the following exercises, points P( 1.5, 0) and...Ch. 2.1 - For the following exercises, points P(-1, -1) and...Ch. 2.1 - For the following exercises, points P(-1,-1) and...Ch. 2.1 - For the following exercises, points P(-1, - 1) and...Ch. 2.1 - For the following exercises, the position function...Ch. 2.1 - For the following exercises, the position function...Ch. 2.1 - For the following exercises, consider a stone...Ch. 2.1 - For the following exercises, consider a stone...Ch. 2.1 - For the following exercises, consider a rocket...Ch. 2.1 - For the following exercises, consider a rocket...Ch. 2.1 - For the following exercises, consider an athlete...Ch. 2.1 - For the following exercises, consider an athlete...Ch. 2.1 - For the following exercises, consider the...Ch. 2.1 - For the following exercises, consider the function...Ch. 2.1 - For the following exercises, consider the function...Ch. 2.1 - For the following exercises, consider the...Ch. 2.1 - For the following exercises, consider the function...Ch. 2.1 - For the following exercises, consider the function...Ch. 2.2 - For the following exercises, consider the function...Ch. 2.2 - For the following exercises, consider the function...Ch. 2.2 - For the following exercises, consider the function...Ch. 2.2 - For the following exercises, consider the function...Ch. 2.2 - For the following exercises, consider the function...Ch. 2.2 - For the following exercises, consider the function...Ch. 2.2 - For the following exercises, consider the function...Ch. 2.2 - For the following exercises, consider the function...Ch. 2.2 - [T] In the following exercises, set up a table of...Ch. 2.2 - [T] In the following exercises, set up a table of...Ch. 2.2 - [T] In the following exercises, set up a table of...Ch. 2.2 - [T] In the following exercises, set up a table of...Ch. 2.2 - [T] In the following exercises, set up a table of...Ch. 2.2 - [T] In the following exercises, set up a table of...Ch. 2.2 - [T] In the following exercises, set up a table of...Ch. 2.2 - [T] In the following exercises, set up a table of...Ch. 2.2 - In the following exercises, consider the graph of...Ch. 2.2 - In the following exercises, consider the graph of...Ch. 2.2 - In the following exercises, consider the graph of...Ch. 2.2 - In the following exercises, consider the graph of...Ch. 2.2 - In the following exercises, use the following...Ch. 2.2 - In the following exercises, use the following...Ch. 2.2 - In the following exercises, use the following...Ch. 2.2 - In the following exercises, use the following...Ch. 2.2 - In the following exercises, use the following...Ch. 2.2 - In the following exercises, use the graph of...Ch. 2.2 - In the following exercises, use the graph of...Ch. 2.2 - In the following exercises, use the graph of...Ch. 2.2 - In the following exercises, use the graph of...Ch. 2.2 - In the following exercises, use the graph of...Ch. 2.2 - In the following exercises, use the graph of...Ch. 2.2 - In the following exercises, use the graph of...Ch. 2.2 - In the following exercises, use the graph of...Ch. 2.2 - In the following exercises, use the graph of...Ch. 2.2 - In the following exercises, use the graph of...Ch. 2.2 - In the following exercises, use the graph of the...Ch. 2.2 - In the following exercises, use the graph of the...Ch. 2.2 - In the following exercises, use the graph of the...Ch. 2.2 - In the following exercises, use the graph of the...Ch. 2.2 - In the following exercises, use the graph of the...Ch. 2.2 - In the following exercises, use the graph of the...Ch. 2.2 - In the following exercises, use the graph of the...Ch. 2.2 - In the following exercises, use the graph of the...Ch. 2.2 - In the following exercises, use the graph of the...Ch. 2.2 - In the following exercises, use the graph of the...Ch. 2.2 - In the following exercises, use the graph of the...Ch. 2.2 - In the following exercises, sketch the graph of a...Ch. 2.2 - In the following exercises, sketch the graph of a...Ch. 2.2 - In the following exercises, sketch the graph of a...Ch. 2.2 - In the following exercises, sketch the graph of a...Ch. 2.2 - In the following exercises, sketch the graph of a...Ch. 2.2 - Shock waves arise in many physical applications,...Ch. 2.2 - A track coach uses a camera with a fast shutter to...Ch. 2.3 - Some of the geometric formulas we take for granted...Ch. 2.3 - Some of the geometric formulas we take for granted...Ch. 2.3 - Some of the geometric formulas we take for granted...Ch. 2.3 - Some of the geometric formulas we take for granted...Ch. 2.3 - Some of the geometric formulas we take for granted...Ch. 2.3 - In the following exercises, use the limit Laws to...Ch. 2.3 - In the following exercises, use the limit laws to...Ch. 2.3 - In the following exercises, use the limit laws to...Ch. 2.3 - In the following exercises, use the limit laws to...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - ]In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, use direct...Ch. 2.3 - In the following exercises, assume that...Ch. 2.3 - In the following exercises, assume that...Ch. 2.3 - In the following exercises, assume that...Ch. 2.3 - In the following exercises, assume that...Ch. 2.3 - In the following exercises, assume that...Ch. 2.3 - In the following exercises, assume that...Ch. 2.3 - In the following exercises, assume that...Ch. 2.3 - In the following exercises, assume that...Ch. 2.3 - [T] In the following exercises, use a calculator...Ch. 2.3 - [T] In the following exercises, use a calculator...Ch. 2.3 - [T] In the following exercises, use a calculator...Ch. 2.3 - In the following exercises, use the following...Ch. 2.3 - In the following exercises, use the following...Ch. 2.3 - In the following exercises, use the following...Ch. 2.3 - yIn the following exercises, use the following...Ch. 2.3 - In the following exercises, use the following...Ch. 2.3 - In the following exercises, use the following...Ch. 2.3 - In the following exercises, use the following...Ch. 2.3 - In the following exercises, use the following...Ch. 2.3 - For the following problems, evaluate the limit...Ch. 2.3 - For the following problems, evaluate the limit...Ch. 2.3 - For the following problems, evaluate the limit...Ch. 2.3 - [T] In physics, the magnitude of an electric field...Ch. 2.3 - [T] The density of an object is given by its mass...Ch. 2.4 - For the following exercises, determine the...Ch. 2.4 - For the following exercises, determine the...Ch. 2.4 - For the following exercises, determine the...Ch. 2.4 - For the following exercises, determine the...Ch. 2.4 - For the following exercises, determine the...Ch. 2.4 - For the following exercises, determine the...Ch. 2.4 - For the following exercises, determine the...Ch. 2.4 - For the following exercises, determine the...Ch. 2.4 - For the following exercises, decide if the...Ch. 2.4 - For the following exercises, decide if the...Ch. 2.4 - For the following exercises, decide if the...Ch. 2.4 - For the following exercises, decide if the...Ch. 2.4 - For the following exercises, decide if the...Ch. 2.4 - For the following exercises, decide if the...Ch. 2.4 - In the following exercises, find the value(s) of k...Ch. 2.4 - In the following exercises, find the value(s) of k...Ch. 2.4 - In the following exercises, find the value(s) of k...Ch. 2.4 - In the following exercises, find the value(s) of k...Ch. 2.4 - In the following exercises, find the value(s) of k...Ch. 2.4 - In the following exercises, use the Intermediate...Ch. 2.4 - In the following exercises, use the Intermediate...Ch. 2.4 - In the following exercises, use the Intermediate...Ch. 2.4 - In the following exercises, use the Intermediate...Ch. 2.4 - Consider the graph of the function y=f(x) shown in...Ch. 2.4 - Let f(x)={3x,x1x3,x1 . Sketch the graph of f. Is...Ch. 2.4 - Let f(x)=x41x21forx1,1 . a. Sketch the graph of f....Ch. 2.4 - Sketch the graph of the function y=f(x) with...Ch. 2.4 - Sketch the graph of the function y=f(x) with...Ch. 2.4 - In the following exercises, suppose y=f(x) is...Ch. 2.4 - In the following exercises, suppose y=f(x) is...Ch. 2.4 - Determine whether each of the given statements is...Ch. 2.4 - Determine whether each of the given statements is...Ch. 2.4 - Determine whether each of the given statements is...Ch. 2.4 - Determine whether each of the given statements is...Ch. 2.4 - Determine whether each of the given statements is...Ch. 2.4 - Determine whether each of the given statements is...Ch. 2.4 - Determine whether each of the given statements is...Ch. 2.4 - [T] The following problems consider the scalar...Ch. 2.4 - [T] The following problems consider the scalar...Ch. 2.4 - [T] The following problems consider the scalar...Ch. 2.4 - [T] After a certain distance D has passed, the...Ch. 2.4 - As the rocket travels away from Earth’s surface,...Ch. 2.4 - wqProve the following functions are continuous...Ch. 2.4 - Prove the following functions are continuous...Ch. 2.4 - Prove the following functions are continuous...Ch. 2.5 - In the following exercises, write the appropriate ...Ch. 2.5 - In the following exercises, write the appropriate ...Ch. 2.5 - In the following exercises, write the appropriate ...Ch. 2.5 - In the following exercises, write the appropriate ...Ch. 2.5 - The following graph of the function f satisfies...Ch. 2.5 - The following graph of the function f satisfies...Ch. 2.5 - The following graph of the function f satisfies...Ch. 2.5 - The following graph of the function f satisfies...Ch. 2.5 - The following graph of the function f satisfies...Ch. 2.5 - The following graph of the function f satisfies...Ch. 2.5 - [T] In the following exercises, use a graphing...Ch. 2.5 - [T] In the following exercises, use a graphing...Ch. 2.5 - In the following exercises, use the precise...Ch. 2.5 - In the following exercises, use the precise...Ch. 2.5 - In the following exercises, use the precise...Ch. 2.5 - In the following exercises, use the precise...Ch. 2.5 - In the following exercises, use the precise...Ch. 2.5 - In the following exercises, use the precise...Ch. 2.5 - In the following exercises, use the precise...Ch. 2.5 - In the following exercises, use the precise...Ch. 2.5 - In the following exercises, use the precise...Ch. 2.5 - In the following exercises, use the precise...Ch. 2.5 - In the following exercises, use the precise...Ch. 2.5 - An engineer is using a machine to cut a flat...Ch. 2.5 - Use the precise definition of limit to prove that...Ch. 2.5 - Using precise definitions of limits, prove that...Ch. 2.5 - Using precise definitions of limits, prove that...Ch. 2.5 - Using precise definitions of limits, prove that...Ch. 2.5 - Using the function from the previous exercise, use...Ch. 2.5 - limxa(f(x)g(x))=LMCh. 2.5 - limxa[cf(x)]=cL for any real constant c (Hint....Ch. 2.5 - ...Ch. 2 - wTrue or False. In the following exercises,...Ch. 2 - True or False. In the following exercises, justify...Ch. 2 - True or False. In the following exercises, justify...Ch. 2 - True or False. In the following exercises, justify...Ch. 2 - Using the graph, find each limit or explain why...Ch. 2 - In the following exercises, evaluate the limit...Ch. 2 - In the following exercises, evaluate the limit...Ch. 2 - In the following exercises, evaluate the limit...Ch. 2 - In the following exercises, evaluate the limit...Ch. 2 - wIn the following exercises, evaluate the limit...Ch. 2 - In the following exercises, evaluate the limit...Ch. 2 - In the following exercises, evaluate the limit...Ch. 2 - In the following exercises, evaluate the limit...Ch. 2 - In the following exercises, evaluate the limit...Ch. 2 - In the following exercises, evaluate the limit...Ch. 2 - In the following exercises, use the squeeze...Ch. 2 - In the following exercises, use the squeeze...Ch. 2 - In the following exercises, use the squeeze...Ch. 2 - In the following exercises, determine the value of...Ch. 2 - In the following exercises, determine the value of...Ch. 2 - In the following exercises, use the precise...Ch. 2 - In the following exercises, use the precise...Ch. 2 - A ball is thrown into the air and the vertical...Ch. 2 - A particle moving along a line has a displacement...Ch. 2 - From the previous exercises, estimate the...
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