2. We want to measure the diameter of a cell using some equipment. Suppose the diameter of the cell X follows a uniform prior X~ U(0, 1). Let Y denote the measurement we get from the equipment. Due to the inaccuracy of the measurement, give X = x, Y follows a uniform distribution U(x-0.2,x+0.2). Based on the measurement Y we observe, we want to use the least mean square estimation rule to estimate X. (a) Suppose we observe that Y = 0.4 i. Find the possible range of random variable X. ii. Find the LMS estimation LMS (0.4). iii. Find the corresponding conditional MSE given Y = 0.4 (b) Suppose we observe that Y = 1.1 i. Find the possible range of random variable X. ii. Find the LMS estimation LMS (1.1). iii. Find the corresponding conditional MSE given Y = 1.1 Give your answers to four decimal places.

Algebra & Trigonometry with Analytic Geometry
13th Edition
ISBN:9781133382119
Author:Swokowski
Publisher:Swokowski
Chapter7: Analytic Trigonometry
Section7.6: The Inverse Trigonometric Functions
Problem 94E
icon
Related questions
Question
Please show work for part a or b. But please make it complete. Thanks
2. We want to measure the diameter of a cell using some equipment. Suppose the diameter of
the cell X follows a uniform prior X~ U(0, 1). Let Y denote the measurement we get from
the equipment. Due to the inaccuracy of the measurement, give X = x, Y follows a uniform
distribution U(x-0.2, x+0.2). Based on the measurement Y we observe, we want to use the
least mean square estimation rule to estimate X.
(a) Suppose we observe that Y = 0.4
i. Find the possible range of random variable X.
ii. Find the LMS estimation LMS(0.4).
iii. Find the corresponding conditional MSE given Y = 0.4
(b) Suppose we observe that Y = 1.1
i. Find the possible range of random variable X.
ii. Find the LMS estimation LMS (1.1).
iii. Find the corresponding conditional MSE given Y = 1.1
Give your answers to four decimal places.
Transcribed Image Text:2. We want to measure the diameter of a cell using some equipment. Suppose the diameter of the cell X follows a uniform prior X~ U(0, 1). Let Y denote the measurement we get from the equipment. Due to the inaccuracy of the measurement, give X = x, Y follows a uniform distribution U(x-0.2, x+0.2). Based on the measurement Y we observe, we want to use the least mean square estimation rule to estimate X. (a) Suppose we observe that Y = 0.4 i. Find the possible range of random variable X. ii. Find the LMS estimation LMS(0.4). iii. Find the corresponding conditional MSE given Y = 0.4 (b) Suppose we observe that Y = 1.1 i. Find the possible range of random variable X. ii. Find the LMS estimation LMS (1.1). iii. Find the corresponding conditional MSE given Y = 1.1 Give your answers to four decimal places.
Expert Solution
steps

Step by step

Solved in 5 steps

Blurred answer
Recommended textbooks for you
Algebra & Trigonometry with Analytic Geometry
Algebra & Trigonometry with Analytic Geometry
Algebra
ISBN:
9781133382119
Author:
Swokowski
Publisher:
Cengage
Mathematics For Machine Technology
Mathematics For Machine Technology
Advanced Math
ISBN:
9781337798310
Author:
Peterson, John.
Publisher:
Cengage Learning,
College Algebra
College Algebra
Algebra
ISBN:
9781938168383
Author:
Jay Abramson
Publisher:
OpenStax
Calculus For The Life Sciences
Calculus For The Life Sciences
Calculus
ISBN:
9780321964038
Author:
GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Publisher:
Pearson Addison Wesley,