least_square_fit/questions.rst
author Anoop Jacob Thomas<anoop@fossee.in>
Sat, 18 Dec 2010 12:54:49 +0530
changeset 524 b602b4dcc87d
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permissions -rw-r--r--
Made some changes to the script embellishing a plot, but it still needs changes.
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Objective Questions
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 1. What does ones_like([1, 2, 3]) produce
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   a. array([1, 1, 1])
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   #. [1, 1, 1]
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   #. [1.0, 1.0, 1.0]
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   #. Error
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   Answer: array([1, 1, 1])
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 2. What does ones_like([1.2, 3, 4, 5]) produce
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   a. [1.2, 3, 4, 5]
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   #. array([1.0, 1.0, 1.0, 1.0])
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   #. array([1, 1, 1, 1])
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   #. array([1.2, 3, 4, 5])
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   Answer: array([1.0, 1.0, 1.0, 1.0])
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 3. The plot of ``u`` vs ``v`` is a bunch of scattered points that show a
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    linear trend. How do you find the least square fit line of ``u`` vs ``v``.
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   Answer::
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      A = array(u, ones_like(u)).T
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      result = lstsq(A, v)
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      m, c = result[0]
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      lst_line = m * u + c
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