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Unit 10: Measurable Functions




               Now           E (f – g > a) = E (f > a + g)                                      Notes
               since g is measurable.
                    cg is measurable, c is constant.

                    a + cg is measurable   a, c   R
                    a + g is measurable by taking c = 1,
                    since f and a + g are measurable
                    E (f > a + g) is measurable.

                    E (f – g > a) is a measurable set.
                    f – g is a measurable function.
          (e)  To prove |f| is measurable.
               We have

                                          E if  0
                              E (|f| >  ) =
                                         [E (f  )] [E(f   )]if  0

               [because we know that |x| > a    x > a or x < –a]
               since f is measurable therefore E (f >  ) and E (f < –  ) are measurable by definition.
               Also we know that finite union of two measurable sets is measurable.
                    E (f >  )   E (f < –  ) is measurable.
                    E (|f| >  ) is measurable.

                    |f| is measurable.
                       2
          (f)  To prove f  is measurable.
                                 E if  0
               We have E (f  >  ) =
                         2
                                 E (|f|  )]if   0
               But E (|f| >   ) = [E(f  )] [E(f   )], if  0        ( |x| > a   x > a or x < – a)

                              E if   0
                    E (f  >  ) =
                       2
                              [E (f   )]  [E(f   )]if   0
               But f is measurable over E.

                    E  (f  )  and E  (f  )  are measurable sets.

                    [E (f   )]  [E(f   )] is measurable.

                    ( union of two measurable sets is measurable)
                    E (f  >  ) is measurable because both the sets on RHS are measurable.
                       2
                    2
                    f  is measurable over E.
          (g)  To prove fg is measurable.

               Clearly, f + g and f – g are measurable functions over E.




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