Independent And Stationary Sequences Of Random Variables - Chapter 11 doc
Bạn đang xem bản rút gọn của tài liệu. Xem và tải ngay bản đầy đủ của tài liệu tại đây (754.9 KB, 28 trang )
~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~ ~~~~~~~~~~~~~~~~~~
~~~~~
~~~~
~~~
~
~~
~~~~
~~~
~~~~~
~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~
~~~~
~
~~
~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~
~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~
~
~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~
~~
~~~~
~~~~~~~
~~
~~
~~~~~~
~~~
~
~
~
~
~~
~~
~~~
~~~~~~~~~~~
~
~~~
~~~~~
~~
~~~~~~~~
~
~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~
~~~~~~~~~~~~~
~
~~~~~~~~
~
~
~~~
~~ ~~~
~~~~~
~~~
~~~~
~~~
~
~~~~~~
~
~~~
~~
~~~
~~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~
~~~~~~~
~
~~~~~
~~~~~~~
~
~
~~~~~~~~~
~~~
~~~
~~~~~~~~~~
~~~~~~~~~
~
~~~
~~
~~~
~~~~~~
~~~~~
~
~~~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~
~~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~
~~~~~~~~~
~
~~~~~~~~~~~~~
~
~~~~
~~~~~
~~
~~~~~~~~~
~~~~~~
~~~~~
~~~
~~~~~~~~~~~~~~~
~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~
~~~~~~~~
~~~~~
~~~~~~~~~~~
~~~
~~~~~~~~~~~~~~~
~~~
~
~~~~~~~~~~~~~~~
~
~
~
~~
~~ ~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~
~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~
~~~~~~~~~~~~~
~
~
~
~~
~~
~~~
~~~~~~~~~~
~~
~~
~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~
~~~
~~
~~~~~~~~~~~~~
~~~~~~~~~~~
~~~~~~~~~~
~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~
~~~
~~~
~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~
~
~~~~~~~~~~
~~
~~
~
~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~
~~
~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~
~~~~~~~~~~~~~~~
~~~
~~~~
~
~
~
~~
~~ ~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~ ~~~
~
~~~~~~~~~~
~~
~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~ ~~
~~~~~~~~~~~~~~~~~
~
~~~~~~~~~~
~~
~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~
~~
~~~~~~~~~~~~~~~~~
~
~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~
~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~
~~~~~~~
~~~
~
~~~
~~ ~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~~~~
~~
~~
~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~
~~
~~
~~
~~~
~~
~~
~~
~~~~~~~~~~~~~~~~
~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~
~
~~~~~~~~~~~~~~
~
~~~
~
~~~~~~~~
~~
~~
~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~
~
~~~~~
~~~~~~~
~
~~~
~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~
~
~
~~~~~~~~~~~~~~~~~~~~~
~~~~
~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~~ ~~~~
~~~~~~~~~~~~~~~
~~ ~~~~~~
~~~~
~~
~~~~~~~~~~~
~~~
~~~~~~~~~~~~
~
~~~~~~~
~
~
~~~~~
~~~~~~~~~~~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~
~~~~ ~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~ ~~~~
~~
~~~
~~ ~~~
~
~
~
~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~~~~~~~~
~~~~~~~~~~~~
~~~~~
~~~~~
~~~~
~~~
~~~
~
~~~~~
~~~~
~~
~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~
~~~~~~~~~~
~~~~~
~
~~~~~~~
~
~~~
~~~~
~~~~~
~~~~~~
~~~
~~~~~
~~~
~
~
~
~~
~
~~~
~
~
~~
~~
~~~
~~~~~
~~~~~~~~~
~~
~~~~~~
~
~~~~~~~~~~~~~~~~
~~
~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~
~
~~
~~~~~~~~~~~~~~~~~~~
~~~
~
~~
~
~
~~~~~~~~~~~
~
~~~~
~
~
~~
~~
~~~
~~
~~~
~
~ ~
~~
~~~~~~~~~~~~
~
~~
~
~
~
~~
~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~
~
~
~~~~~~~~~~~~~~~~~~~~~
~
~
~~~
~
~
~
~~
~~
~
~
~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~~~~~~~~
~
~ ~
~
~~~~~~~~~~~~~~~~~~~~~~
~~~
~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~
~~~~~~~~~~~~~~
~~~~
~
~~
~
~
~
~
~~~~~~~~
~
~
~
~~~~~~~~~~~~~~~~~~
~~~
~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~
~
~~~~~~~
~~~~
~~~
~
~~~
~
~~~ ~
~
~
~~~
~
~~~
~~~
~~~~~
~
~~
~
~~~
~
~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~
~~~
~~~~~~~~
~
~~~~
~~~~~~
~
~
~~~
~~ ~~~
~~~~~~~~~~~~~~~~~~~~~~
~~~~~
~
~~~~~
~
~~~
~~
~~~~
~~
~~~~~~~~~~~~~~~~
~~
~~~~
~~
~~~~~~~~~~~~~
~~~~
~~~~~~~~~
~
~
~~
~~ ~~~
~~~~~
~~~
~~
~~~
~
~~~~~~~
~
~
~
~~~~~~~~~
~~~~~~~~~
~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~
~
~
~
~~~
~
~
~ ~
~
~~~
~~ ~~~
~~~~~~~
~~~
~~
~~~
~~~
~~~
~~
~~~
~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~ ~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~
~~~
~~~~~~~~~~
~~
~~
~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~
~~
~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~
~
~~
~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~ ~~~
~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~
~~~
~~~
~~~~~~~~~
~~~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~
~
~~~~~ ~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~
~
~~~~~~~~~~~~~
~
~~~
~~~~~~~~~~~~
~~~~~
~~
~~~~~~~~~~~~~~~~~~~~~
~~
~
~~~~~~~~~~~~~~~~
~~~~~
~
~~~
~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~
~~~~
~~~
~~~
~
~
~~~~~
~~
~~~~~~~~~~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~
~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~
~
~~~
~~~
~~~
~
~~~~~~~
~
~~~
~~
~~~
~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~
~
~
~~~
~~~~~~~~~
~~~~
~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~
~~~
~~
~~~
~~~
~~~
~~
~~~
~~~~~~~~~
~~~~
~~~~
~
~
~
~~~~
~
~~~
~
~~~
~
~
~
~
~
~
~
~~~~
~~~
~~
~
~~~~~
~~~
~~
~~~~~~~
~
~~~
~
~
~
~~
~~
~~~
~~~~~~~~~~~~~
~~~
~~ ~~~~
~
~~~~
~
~
~~~~
~~~
~~~~~~~~~~~~~~~~~~~
~
~
~~~
~~
~~~
~~~~~~~
~
~
~~~~~ ~~~ ~~
~
~~~~~~~~
~
~
~~~
~~~~
~
~~~
~
~
~~~
~~
~~~
~~~~~~~
~~~~
~
~~~
~~~
~
~~~
~
~~~~
~
~~~
~
~
~
~~~~~
~
~~~~~~~
~~
~~~
~
~~~~
~
~
~~~
~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~
~
~~~~
~~~~
~~
~~~
~
~~~
~
~~~
~~~
~
~~~
~~~
~
~~~
~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~
~~~~~~
~~~~~~~
~~~
~~~~~~~~~~
~
~~~
~
~
~~~
~~
~~~
~~~~~~~
~
~~~
~~~
~~~~
~~~
~~~
~
~~~
~~~
~~~
~
~~~
~~~
~
~~~~~~~
~
~~~~~
~~~
~
~~~~~~~
~
~~~~~~~
~
~~~
~
~~
~
~~~
~
~~~~
~~~
~~ ~~~~
~~~~~~~
~
~~~
~~~
~
~~
~~~~~~~~~~~~~~~~~~~~~~
~
~~~
~~
~~~
~~~
~~~~
~
~~
~
~
~~~~
~
~
~
~~~
~~ ~~~
~
~
~
~
~~
~~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~ ~
~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~~~~~~~~~~~~~
~~~
~
~~
~~
~~~~~~~
~~
~~~~
~
~
~
~
~
~
~
~
~~
~~~
~
~~~~~~~~~~~~~~
~
~~~~~
~~~~~~
~
~
~
~~~~~~~
~
~~~
~~ ~~~
~~~
~
~
~ ~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~~~~~~~~~~~~
~~
~~
~~~
~~
~
~~
~
~~~
~
~
~
~~~~~~~
~
~~
~
~~
~~~~~~~~~~
~
~
~
~
~~
~~~~
~~~~~~
~
~~~
~~
~~~~~
~
~~~~~~
~~
~
~
~
~~
~~ ~~~
~~~~~~~~~
~~~
~~~~~~~~~~~
~
~
~~~
~~
~~~
~~
~~
~~~~~
~~~~~~~
~~~~~
~~
~~~~~~~~
~~
~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~
~~~
~~~~~~~~~~~~~~
~~~
~
~~ ~~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~
~
~~~
~~ ~~~
~~~~~~~~~~
~~~
~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~
~ ~~~
~~~
~~~~~
~
~
~~~~~
~~
~~ ~~
~
~~
~
~~~
~~~
~
~
~~
~~~
~~
~
~~~~~~~~
~
~
~
~~~~~~
~
~~~~
~~~~
~~~~~
~~~~~~ ~
~
~~~~~~~~~~~~~~~~~~
~
~
~~~~~~~~~~
~~~~~~
~~~~~~~
~~~~~
~~~
~~~
~~
~~~~~
~
~~~~~~~~~~
~~~
~~
~~~~
~~~~~~~~~~~~~~~
~~~~~~~
~
~~~
~~
~~
~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~
~
~
~~~~~
~~~~~
~
~
~~~~~
~~~
~~ ~~~
~~~
~~
~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~
~~~~~
~~~~~~~~
~
~
~~~~~~~~~~
~~~~~~~
~~~~~~~~~~~~~~~~~~~~
~~
~~~~
~
~
~~~
~
~~~~~~~~
~
~~~
~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~
~
~
~~~~~~~
~~~
~~~
~
~
~~
~
~~~~~~~~~~~~~~~~~~~
~
~~~~
~
~~
~~~~~~~
~~
~~~~
~
~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~
~~~~~
~
~~~~~~~~~~~~~~~~~~~
~
~~~~
~
~~~~
~~~~~
~
~~~~~~~~~
~~~
~~
~~~~~~~~~~~~
~~~
~~
~~~
~ ~
~
~
~
~~~~~~~~~
~~~~
~~
~~~
~~
~~~~~~~
~
~~~~~~
~~
~~~~~~~~~~~~~~~~~~~~~~
~~
~~
~~~
~~
~~~
~
~
~~~~~~~~~~
~~~~~~~~~~~
~~~~~
~~~~~~~
~~
~~~~~~~~~
~
~~~
~~
~~~~
~~~
~
~
~
~~
~
~~
~
~
~
~
~
~~~~~
~
~~~
~~~~~~~~~~~~~~
~~~~~
~~~
~~
~~~~
~~~
~
~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~
~
~
~~
~~~~~~~~~~~~~~~
~~~~~~~~
~
~~~~~
~~
~~~~~~~~~~~~~~~
~~~~~
~~~~~~~~~~~~
~~~
~~
~~~
~~~~~~~~~~~
~~~~
~~~~~~~~~~~~
~~~
~~~
~~ ~~~
~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~
~~ ~~~
~~
~~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~ ~ ~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~
~~~~
~~~~~~~~~~~~~~~~~~~
~~~~
~
~~
~~~~~~
~~~~~
~~~
~~~~~
~
~
~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~
~~~~
~~~~~~~~~~~~~~~~~~~~
~
~
~~~~~~~~
~~
~~~~~~~~~~~
~~~~~~~~~
~
~~~
~~~
~~~~~~~
~~~~~~
~~~~
~
~
~~~
~~
~~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~
~~~~~
~~~~~~~~~~~~~
~
~~~~~~~
~
~
~
~~
~~ ~~~
~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~~
~~~~~
~~~~~~~~~
~
~~~
~~
~~~
~
~~~
~~~~~~~~~~~
~~~~~~
~~
~~~
~~~
~~
~~
~
~~~~
~
~~~
~
~~~
~~ ~~~
~~~~~~~
~
~
~~~
~~~
~
~
~~~~~~~~
~~
~~~
~~~~~~~
~~~
~~~~~~~~~~~~~
~
~
~~~
~
~~~
~
~
~~
~~~~
~
~~~~~~~~~
~
~
~~~
~
~
~~~
~
~~~
~~~~
~
~~~~~
~~
~~
~~~
~~~~
~
~~~
~~~
~~~~~~
~~~
~~~
~~~~~
~~~
~~~~~~~~~~~~~~~
~~~
~~
~~~
~~~
~~
~~~
~~~
~~
~~~
~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~
~~~~
~~~~~~~~~
~
~~~~~~
~
~~
~
~~~
~
~ ~ ~
~~~
~
~
~
~
~~~ ~~~~~~~
~~~
~
~
~~~
~
~~~
~
~~~~ ~ ~~~~
~
~~~~~~~
~
~
~
~
~
~~~~
~~~~~
~~~~~~~~
~
~~~
~~
~~~~
~~~~~~~~~~
~~
~~~~~~~~~~
~~~
~
~
~~~~~~~
~~
~~~
~
~~~~
~
~
~~~
~~
~~~~
~~~~
~~~
~
~~~~
~~~~~~
~~~
~
~~~~~~~
~
~~~
~
~~
~
~
~
~
~
~
~~
~~
~~~~
~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~
~~~~
~~~~~~~~~~
~~~
~~
~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~
~
~~~~~~
~
~~~~~~~~~~
~~
~~~~~
~
~~~~~~
~~~
~~~
~~~~~
~
~
~
~~~
~~~~
~~
~
~~~
~
~~~
~~~~~~~
~
~~~
~
~~~
~~
~
~~~~~~~~~~~~~~~~
~~~
~~
~~~~
~~
~
~~~
~
~~~
~~~
~~
~~~~~~~~~ ~~~~~~~~~~~~~~~~~~~~~
~~~
~~
~~~~
~~~~~~
~
~~~~~~~
~
~~~~
~~~
~~
~~~~
~~~~~~~~~
~~~~~~~
~
~~~~~~~~
~
~~
~~~
~~~
~
~
~~~~~~~
~~~
~~
~~~~
~~
~~~~~
~~
~~~~
~~
~~~~
~~~
~~~~~~~~~~~~~~
~~
~~~~~
~~~
~~~
~
~~~~
~~
~~~~
~
~
~~~~
~~~
~
~~~
~~~
~
~~~~~~~~~~
~
~~~~~~~
~
~~~~
~~~
~
~~~~~~~~
~~~
~~
~~~~
~
~
~~~
~~
~~~~
~~
~
~~~
~
~~~
~~~
~
~~~
~~~~~
~
~~~~~~~
~
~~~~
~~~~~~
~
~~
~~~~~~~ ~~~~~~~~~~~
~
~~~~~~~~~~~~~
~~
~~~~~~~~~~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~ ~~~~
~
~~~
~~~~~
~
~~~
~~~
~
~~~~~
~
~~~
~~
~~~~
~~
~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~ ~~~~
~~~
~~~
~
~
~~~~~
~
~
~
~~~
~~
~
~
~
~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~
~~
~~~~~
~
~
~~~~~
~
~
~
~
~~
~~~~~~~
~
~
~
~~~~~~~~~~~~
~~~~~~~~
~~
~
~~~~~
~~~~~~~~~~~~~~~~~~~~~
~
~ ~ ~
~~~
~~~~~~~
~
~~~~~~
~
~~~~~~~
~
~
~~
~~
~~~
~~~
~~
~~~
~
~
~~~~~
~
~
~
~
~
~
~
~
~
~
~
~~
~
~
~~~
~~~~~
~
~~~
~~~
~
~
~~~
~~~
~~~
~
~
~
~~~~~
~~~~
~~~
~
~
~
~~~~~~~
~~~
~~~~~~~~~~~~~
~
~~~~~~~~~~
~
~~~~~
~
~
~
~~
~~
~~~
~~~~~
~~~
~~~
~~
~~~~~~
~~~
~~~~
~
~~~~~
~~~~~~
~~~~~~
~~~~~~~
~~~~~~~
~
~~~~~~~~
~~
~
~
~
~
~~~~~
~~~~
~~
~
~~
~~~~~
~
~
~~~~
~~~~~~~
~
~~~
~~~~
~
~~~
~~
~
~~~~~~~~
~~~
~~~~
~
~~~
~~
~
~~~~
~
~~~~~
~~~~~~~~~~~
~
~~~~~
~
~~~
~~~~
~
~~
~~~~
~
~
~
~~
~~
~~~
~~~~~
~
~
~~~~~~~~~
~
~
~
~~
~~
~
~
~
~~
~~ ~~~
~~~
~~~~
~
~
~~
~
~
~~~
~~~~
~~~
~
~~~
~~
~~~
~
~
~~~~~~
~
~~~~
~~~
~~~
~~~~~~~~~~~~~
~~~
~~~~~~~~
~
~
~~~
~~~
~~~
~~ ~~~
~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~
~
~
~
~
~ ~ ~
~
~
~~~
~~~
~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~
~
~~~
~
~
~
~~
~~
~~~
~~~~~~~~~~
~
~
~
~~~
~
~
~~~~~
~
~~~~~~~~
~
~~
~~~
~~~
~
~
~~~ ~~~~
~~~
~~~
~
~~~
~~~~
~~~~
~~~
~
~~~
~~~
~~~~~~~~~
~
~~
~~~
~~~
~
~~
~
~~~
~~~~~~
~~~~
~
~
~~
~~~
~~~~~~~~~~~~
~
~
~~~~~
~~
~
~~
~
~~~~~~
~~~
~~~
~
~~~
~~~
~
~~
~~~~
~~~~~
~~~
~~ ~~~
~
~~
~~ ~~~
~~~~~
~~~~~~~~~
~~~~
~~
~~~~~~~
~~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~
~~~~~~~
~~~
~
~
~~
~~
~
~~~~~~~~~
~
~
~~~
~~
~~~~
~~~~~~~~~~~~~~
~~~~~~~~
~
~
~
~
~~~
~~~~~~
~
~~~
~~
~~~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~
~~~~~
~~~~
~~~~~
~
~~
~~~~~~~~~~~~~
~
~
~~~~~~~
~~~
~~~
~
~~~~~~~~
~
~
~~~
~~
~~~~
~~~~~~~~
~~
~~~~~~~~~~~
~~~
~~~~~~~~~~~~~
~~~~~~
~
~~~~~~~~~~~~~
~~~
~~
~~~~
~~~~
~~~~~~~~~~~~~~~
~~~~~~~~~~~
~~
~~~~
~~~~~~~~~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~
~
~
~~~~~~~~~~~~~~~~~~~~~
~~~~
~
~~ ~
~
~~
~
~~
~
~~
~
~~
~
~~~
~~~
~~~
~~
~~~~~~
~
~
~~~~~~~~~~~~~
~~~
~~~
~~~~
~~~
~~~~~~~~~~~~~
~~
~
~~
~
~
~~~
~~
~~~~
~~~~~~~
~~~~~~~~~~~~~~~~~
~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~
~
~
~
~~
~~
~~~~
~~~~~~~~
~~~~~~~~~~~~
~~~~~
~~~~~~~~~~~~~~~
~
~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~
~~ ~~~
~~~~
~~~
~~~~~~
~~~~~~~~~~~~~
~
~~~~~
~~
~~~
~
~~~~~~~~~~~
~
~~~~~~
~~~~~
~~
~~~~
~~~~~~~~~~
~~~~~~~~~
~
~~~
~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~~~~~
~~
~~~~~~~~~~
~~~~~~~
~
~~~
~~
~~
~
~~~~
~~
~~~
~~~
~
~~~~~~~~
~
~~~~~
~~
~
~~~~~~
~
~
~~~
~~
~~~~
~~~~~~~~
~~~~~~~~~~
~~
~~~~~~~~~~~~
~~~
~~
~~~~
~~~~~~~~
~~~
~~~
~~~
~
~
~~~~~~
~~~
~~~~~~~
~~~~
~
~~~
~
~~
~
~~~~~~~
~
~~~~~~~
~~
~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~
~~~~
~~
~~
~
~~~~~~~~~~
~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~
~
~~~
~~
~~~~
~~
~
~~~
~~~~~~~~~~~~~
~~~
~
~
~
~ ~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~
~~
~
~
~~~~~~~~~~~~~
~~~
~~
~
~
~~~
~~
~~~
~
~~
~
~~
~~~~~~~
~
~~~~
~~~
~~ ~~~
~~
~
~~~~~~~~
~~~~
~
~
~
~
~~~~~
~~~
~
~
~~
~
~
~
~
~
~~
~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~
~~~~
~
~
~
~
~
~~~
~~~~
~~
~~
~~~~
~
~
~~~~~~~~~
~
~~~
~~
~
~
~~~
~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~~
~
~
~ ~
~
~
~
~
~~
~
~
~
~
~
~~~~~
~
~~~
~~~
~
~~~~
~
~~~~~~
~
~
~~~~~~
~
~~~~
~~~ ~~~
~~~~~
~~~
~~~
~
~~~~~
~
~
~
~~
~~ ~~~
~~~~
~~~
~~~
~
~~~
~~~
~~~
~
~~
~
~
~
~
~~~
~~~~
~
~~~
~~
~
~~~~
~
~~~
~
~
~~~~~~~~~~~~~
~~~
~
~
~~
~~~~~~~
~~
~~
~
~
~~~
~~~
~
~~~~~~~~~~~~~~~~~~~~~
~
~~
~
~
~~~
~~
~~
~~
~~
~~~~
~~
~
~
~
~
~
~
~
~
~~~~~~~~
~
~
~~~~~
~~
~
~~~~~~~~~
~
~~~~
~
~~
~
~
~~~
~~
~~~
~~~
~~~~~
~
~~
~~~
~~~
~
~~~~~~
~~~
~~ ~~~
~
~
~~~
~~
~
~
~
~
~
~~
~
~~~~
~~~~~~~
~
~
~
~
~~
~
~~~
~
~~~
~
~~~~~~~~~~
~~~~
~
~~~
~~~
~~~
~
~~~
~~~
~~~
~
~~~~~~
~
~~~
~~
~~~
~~~
~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~
~~~
~~
~~~
~~~~~~
~~~
~
~
~~
~
~~~~
~~~
~~
~
~
~~
~~~~~~
~~~
~~
~~~
~~~~~~
~~~
~~~~~~~
~ ~
~~~
~~~
~
~~~
~~ ~~~
~
~~~~~
~~~
~~~
~
~~~~
~~~
~ ~
~~~
~~~
~
~
~~~~~
~
~~~~~
~~~
~~~
~
~~~~~~~
~~~~~
~~~
~~
~~~~~
~~~
~~~
~
~~~
~~~
~~~~
~~
~~~
~~~~~~~
~
~~
~~~
~~~
~~~~~~~~~~~~~~~~~~~~~
~~~
~~~~~
~
~
~
~~~~~~
~
~~
~
~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~
~~~~~~~~~
~~
~~~~~~~~
~~~
~~~~
~
~~~~~~
~
~~~
~~~
~
~~~~~
~
~
~~~
~~
~~~~
~~
~~~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~
~
~
~~
~~
~
~~
~~~~~~~~~~~
~~
~~~~~~~~~~~
~~
~~~
~
~~
~~
~~~
~~
~
~
~
~
~
~
~
~
~
~~~
~~
~~~~~~~~~
~~
~
~~~
~~
~~~~~~~
~
~~~~~~~~~~~~
~
~~~
~~
~~~~
~~~~ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~ ~~
~
~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~
~~~~~~~~~~~~
~~
~
~~~~~~~~~~~~~~~~
~~~
~
~~~~
~~~~
~
~~
~~~
~
~
~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~~
~~~~~
~~~
~~
~~~~~~
~
~
~
~
~
~
~~~
~
~
~~~ ~~~
~~~
~~~
~~
~~~~~~~~~
~~~~
~~~ ~~
~~~~
~ ~
~~
~
~~~ ~~~
~~~
~~
~
~
~
~~~ ~~~
~~~
~~
~~
~
~
~
~
~
~~
~~
~
~
~~~~~
~
~~~
~
~
~~~
~~
~~~
~
~
~~
~
~
~~~
~~
~
~
~~~ ~~~
~~~
~~~
~~~~~~~
~
~
~~~~~~~~
~~~~~~~~
~
~~~~~~~~~~~~~~
~~~~~~~~
~
~~~~~~~~~~~~~
~~
~~~
~
~~~
~~
~~~~
~~~~~~~~~~~~
~
~
~~~
~~~~
~
~
~
~
~~
~~
~~~~~
~~~
~~~
~~~~~~~~~~~
~~~~~
~
~~~~~
~~~
~~
~
~
~~~~~~~~
~~~
~~~~~
~
~~~
~~~
~~~
~
~~~ ~~~
~~~
~~~~~~~~~~~~
~~~~~~~~~~~~
~~~
~~~~~~~~~~
~~~~~~~~~~~
~~~
~~~~~~
~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~~~~~~
~
~~~
~~~
~~~~~~~~~
~~~
~~~~~
~
~~~~~
~
~
~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~
~~~~~
~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~
~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~
~~~
~~~~~~~~~~~~~~~
~
~~~~~~
~
~
~~
~
~
~~~ ~~~
~~~
~~~~~~~~~~~~~~~~~~
~
~
~~~~~
~~~
~
~~~~~~~~~
~~~
~
~~~
~
~
~~~ ~~~
~~~
~~~~~~~~~~~~
~
~
~~~
~~~~~~~~~~~~~~~~~
~~~
~
~
~
~
~~~
~~~~
~~~
~~~
~
~~~~
~~~ ~
~
~
~~~ ~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~
~~~~~~
~
~~
~~~
~~~~~~~~~~~~~~~~~~~~
~~~~~~
~~~
~~~~~
~~~~~~~~
~
~
~~~~~
~~~
~~~~~~~~~~~~~
~~~
~~~~
~
~~
~~~~~~~~~~~~~
~
~~~ ~~~
~~~
~~~~~~~~~~~~
~
~~~
~~~
~
~~~~
~~~~~~~~~~~~~~~~~~~~
~~~
~
~~~
~
~
~~~ ~~~
~~~~
~~~~~~~~~~~~~~~~
~~~~~
~~
~~~~
~
~~~~
~~~
~
~
~~
~
~~~
~
~~~
~
~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~ ~~
~
~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~~
~~~~~
~~~~~~~~~
~~
~
~~~~
~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~
~~
~
~
~
~~~~~~~
~
~~~~
~~~~~
~~~~
~
~
~~~
~~~~~~~~~~~
~
~~~
~~~
~~~
~~
~~~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~
~~
~
~~~~~~~
~~~~~~~
~~~~
~
~~~
~
~~~~~~~~~
~
~~~
~~~
~~~
~~~
~
~~~
~
~~~~
~
~~~~~~~
~~~~
~
~~~~~
~~~~~
~~~~~~~~~~~~~~~~~~~~
~
~~~~~
~~
~~~~
~~
~~
~
~
~~
~~~
~
~~
~~~
~~~~~
~~~~~~~~~~~~~~
~
~
~~~~
~~
~
~
~
~~
~
~~~
~~~
~~~
~~~~~~~~~~
~~~
~~~
~~~~
~~
~~~
~~
~
~~~
~~~
~
~
~~
~
~~~~
~
~
~~~~~~
~~
~
~~~~
~~~~
~
~
~~
~
~
~~~~~~
~~~
~~~
~
~~
~~~~~~~
~~~~~~~~~~~~~~~~~~
~~~
~~~
~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~
~
~
~
~
~~~
~~~~
~
~~~~
~
~~~~~~~~~~~~~~~~~~~
~
~
~
~
~~
~
~~~~~~
~~~
~~~
~~~~~~~~~~~~
~~~
~~~
~~~~~~~~~~~
~~~
~~~~~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~
~
~
~
~~
~
~~~~~
~~~~~~~~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~~~
~
~~
~
~
~
~~~
~
~~~~
~~
~~~~~
~
~
~~
~~
~
~~
~~
~
~
~
~
~~
~
~
~~~
~~~
~~~
~~~~~~~~~~~~~~
~~~
~~~~~~~~~~~
~~~
~~~~
~~~
~~
~~~~~~~~~~~~~~~
~
~
~~~~~~~
~
~~
~
~
~~~~~~~~~~~
~~
~
~
~~
~
~~~
~
~
~~~~~~~
~~~
~
~
~
~
~
~~~~~~~
~~~
~
~~~~
~~
~~~~~~~~
~~~~
~
~
~~~~~~~~~~~~~~~~~
~
~
~~~
~~~
~~~~
~
~~~~~~~
~~~~
~~~~
~~~~~~
~
~
~
~~
~
~~~~
~~~
~~
~~~~
~~~~
~
~~
~~~
~~~
~~~
~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~
~~~~
~~~~~~
~~~
~
~~~~~~~~~~~~~~
~
~
~
~
~~
~~
~
~~
~
~~~~~~~~~~~~~~~~~~~~
~~~
~~~~~~~~~
~~~
~~~
~~~~
~~~
~
~~
~
~~~
~~ ~~
~~~~~~~~~~~~~
~
~
~~
~
~
~~
~
~~~
~~~
~~~~
~
~~~~~~~~~
~~~
~~~~~~~~~~~~~~
~
~
~
~~ ~~
~~
~
~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~~~~~~~~
~
~~
~
~~~
~~~~~~~~~~
~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~
~~~
~~~~~~
~~~
~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~
~
~
~~~
~
~~
~
~~~
~~~~~~~~~~~~~~~
~
~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~
~
~~~~~~~~~~~
~~~
~
~
~~~
~
~
~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~
~~~
~
~~~~~~~~~
~
~
~ ~
~
~~
~
~~~
~
~~~
~
~
~
~
~~~ ~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~
~
~~~
~~~~
~
~
~~~~~
~~~
~~~~~~~~~~~~~~
~~
~~
~~~~~~~~
~~~
~~~~~~~~~~~
~~~
~~~~
~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~
~~~
~ ~~
~
~
~~
~
~
~~~ ~~~
~~~
~
~
~
~~~~~~~
~
~
~~
~
~
~~~~~~~~~~
~~
~~~~~~~~~~
~~~~~~
~~
~~~
~
~~
~~~~~
~
~~~~~
~~~
~
~
~
~~
~
~
~~
~~~ ~~~
~~~
~~~~~~~
~~~~
~
~~~~~~~~~~~~
~~~~
~
~~~~~~~~~
~~~
~
~
~~
~
~~~~~~
~
~
~~
~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~~~~~~~~~~~~~~~~~~
~~~~~
~
~
~
~
~
~~
~ ~
~~
~
~
~~~
~~~
~~~~
~~
~~~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~
~
~
~~~~~~~~~
~~~~~~
~~
~
~~~
~
~~~
~~~
~~
~~~
~~~
~~
~~~~~
~~~~~~
~
~~~~~~~
~
~
~
~~~
~~~~~~~~~~~~~
~~~ ~
~
~~
~
~
~
~~~~~
~~
~
~~~
~~
~
~
~
~~~
~~~~~~~~
~
~
~~~~~~~~~~~~~
~
~~~~~~~~~~
~~~
~~
~
~
~
~
~~
~~~ ~~~
~~~
~~~~~~~~~~~~~~~~~~
~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~
~
~
~
~~~~~~
~
~
~~~ ~~~
~~~
~~~~~
~~
~~~~~~~
~~~~~
~
~
~~~
~~~~~~~~~~~~~~~~~~~~
~~~~~~
~
~~~~~
~
~~~~~~~~
~~~~~~~
~
~~~
~~~~~
~
~~~~~
~~
~
~ ~ ~
~~~~
~
~~
~ ~
~
~~~
~
~~~
~~~
~~
~~~~~~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~ ~~~~~~
~
~
~
~~
~
~~~ ~~~
~~~
~~~~~~~
~~~~
~
~
~~~~~~~~~~~~
~~
~~~~
~
~~~~~~~~
~
~
~
~~~~~~~~~~~~~~~~~
~~
~
~~~
~
~
~~
~
~~
~
~
~
~
~~~
~~
~~~~~~~~~
~
~~~~~~~~~~
~
~~~~~~~~~~~~~
~
~
~
~~
~
~~~
~~~
~~~
~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~
~~~~~
~~
~~~
~~~
~
~~~~
~~~
~
~
~~~~~~
~~~
~
~~~~
~~~ ~~~
~~~
~
~
~
~~~~
~~~~~~~~~~~~~~~~
~
~~~~~~~
~
~~~
~~~
~
~~~~
~~~
~
~~~
~~
~
~~
~
~~~
~
~~
~
~
~
~
~~~
~~~~~~~~~
~
~~~~~~~~~~~~~~~
~
~~~~~~~~~~
~~
~~~~~~
~
~
~
~~
~
~
~~
~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~
~~~
~~~~
~
~
~
~
~~
~
~
~~
~
~~~~~~~~
~~~
~~
~~~~~~~~~~
~~~~~
~~
~~~~
~~~~~
~
~~
~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~
~
~
~
~~
~
~
~~~~~~~~~~
~
~
~~~
~~~
~~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~
~~~~~~~~~
~
~
~
~
~~
~~~
~~~
~~~~~~~~
~
~~~
~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~
~~~~
~
~~
~~
~
~
~~
~~~~
~
~~~
~
~~
~
~
~
~~
~~~
~~~
~~~
~~~~~~~~~
~
~
~~~~~~~~~~~~~~~~
~~
~~~
~
~~~~
~
~
~
~~~~~
~~
~~~~~~
~~
~~~
~
~~~
~~ ~~~~
~~~~~~~~~~~~~~~~~~
~~~
~~~~~~~
~~~
~~ ~~~~
~~
~~~~
~
~
~
~~~
~
~
~
~
~~
~~
~
~
~
~ ~
~~
~~~~
~~~~
~~~
~~~
~~~
~~~
~
~
~~~
~~~
~
~~
~~
~
~
~
~~ ~~~
~~~
~~
~~~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~ ~~
~~~
~~
~
~~~~~~~~
~~~~~~
~~~~~~~~~~~
~~~
~~~~~~
~
~
~~
~~~~~
~
~~~~
~~~~~~
~
~~
~~~~~~~~~~~~~~~~~~~~~~
~
~
~~~~
~
~~~~~~~
~
~~~~~
~
~
~~~
~~~~~
~~
~~
~~~~
~~~~~~~~
~
~
~
~~
~
~~
~~
~~~~~
~~~~~~
~
~
~~~~~~~~~~~~
~
~~~~
~~~~~~~~~
~~
~~~~~~~~~
~
~~~~~~~~~~
~~
~
~~
~
~~
~
~
~~~~~~~~
~~~~
~
~
~
~~
~
~
~~~
~
~
~~~
~~~~~~~~~~~~~
~~~~~
~
~~~
~
~~
~
~ ~
~~
~
~~
~~
~~~~~
~
~
~~
~ ~
~~
~~
~
~
~
~
~~~~
~~~~~~~~
~
~~~
~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~
~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~
~~~~~~~~~~
~~~
~~~ ~~~
~~~
~~~
~~~
~~~
~~~
~~~
~~~
~~~
~~~
~~~~
~~~ ~~~
~~~~
~
~~~~~~~~
~~~
~~~
~~~~
~~~~~~~~~~~~~~
~~~
~~~~~~~~~~~~~~~~~
~~~~~~~~~~~
~~~~~~~~~
~~
~
~~~
~~~~~~~~~~~~~~~~~~~
~~~
~~~~~
~~~~~~
~~~
~~~
~~~~
~~~
~~~~~~~~~~
~~~
~~~~~~~~~
~~~
~~~~~~~
~~~~~~
~~~~
~~~
~~~~
~~~
~~~~~~~
~
~
~~~ ~~~
~~~
~
~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~
~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~
~~~
~~~
~~
~~
~~~
~~
~
~
~~~ ~~~
~~~
~
~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~
~~
~~~~
~~~
~~
~~~
~~~~~
~~~
~~~~~~~
~
~~~
~~~~~~~~~~~
~~~~
~~~
~~~
~~~
~~~~~~
~
~
~~~ ~~~
~~~
~~~~~~~
~~~
~~~~~~
~~~
~~~
~~~
~
~
~~~~~~~
~
~~~
~~~
~
~~~~~~~~~~
~
~
~~~
~~~~~~~
~~~
~
~
~~~~~~~
~~~
~
~
~~
~
~~~~
~~~
~~
~~~
~~~~~~~~~~~~~~~
~~~~~~~~
~~
~
~
~
~~
~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~
~~~~~~
~
~~~~~~~~~~~~~~~~~~
~
~
~~~~~~~~~
~~~~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~
~~~
~
~
~~
~
~~
~
~~~
~~
~~~~~~~~~~~~~~~~~~~~~~
~
~
~~~
~~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~
~
~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~ ~~
~~~~~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~
~~~~
~
~
~~~~
~~~~
~~
~
~~~~~~~~~~~~~~~~~~~
~~~
~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~~~
~~~~~~~~~~
~~
~~~~~~~~~~~
~~~ ~~~
~~~
~~~ ~~~
~~~
~~
~~~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~
~
~
~
~~
~
~
~~~~~~~~~~~~~~~~~~~
~~~
~~~
~
~
~~~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~~~~
~
~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~
~~~
~~
~~~~
~
~~
~
~
~
~~
~~~
~
~~~
~~
~
~~~~
~
~~
~~
~
~~
~~~~~
~
~
~
~~~
~~~
~~~
~
~
~~~ ~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~~~~~~~~~~~~~~~~~
~~~
~~~
~~~~~~~~~~~~~~~~
~ ~~
~~~
~~~
~
~
~
~~~
~~
~~
~
~~~~~~~
~~
~
~
~~~~~~
~~~
~~
~~
~~~~
~~~~~
~~
~
~
~
~
~~~~
~~~
~~~~~
~~~
~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~~~~~~~~
~~~
~~~~~~~~
~~~ ~~~~
~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~~~~~~~~~~~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ ~~~~~~~~~
~
~~~~
~~
~~
~~~~~~~~~~~~
~
~~~~~~~~~~~~~
~
~~~
~~~~~~~~~
~
~
~
~~
~~~ ~~~
~~~
~~~~~~~~~
~
~
~~~~~
~
~~~~
~~~
~~~
~~~~~~~~~~
~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~
~
~~
~~
~
~
~~~~~~
~~~~~~
~~~~~
~~~
~~
~
~
~~~
~
~
~
~
~
~~~
~~~
~~~
~~~~~
~
~
~
~~
~
~
~~~~
~
~~~
~
~
~~~~~~~~~~~~~~~~~~~
~~
~~~~~~
~~~~
~~
~
~~
~
~
~
~
~~~ ~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~
~
~~~
~
~
~~~~
~~
~~~~~~~~~~~~~~~~
~~~~~~~~~~
~
~~~~~~~~~
~
~~~
~
~
~~~~~~~~
~~
~~~~~~~~~~~~~~~~~~~
~~~~~~
~
~
~~~
~
~~~~~~
~
~~~
~~~
~~~
~~~~~~~~~~
~~~~~
~~~~~~~~~
~~~~~~~~~~~
~~~
~~~~~~~~~~~~~~~~~~~~~
~
~ ~
~~~~~~~
~~~
~~
~
~
~~~
~~
~
~
~~
~~~~~
~~
~~
~~~~~~
~
~
~ ~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~
~~~~
~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~
~~~~~
~~~~~~
~~~
~~~~
~~~~~~~~~~~~~~~
~~
~~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~
~
~~~
~~~~~
~~~
~~~
~~
~
~~~
~~~~
~~
~~~
~~~~~
~~~ ~~~~~ ~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~
~~
~~
~
~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~
~~~~~~~~~
~~~~~~~~
~~~~~~
~
~~~
~~~
~~~
~~~~~~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~
~~ ~
~~~
~
~~~
~~~
~~~
~~~~
~~~~~~
~~~~
~~
~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~
~
~~~
~~~
~~~~
~~ ~
~~~~~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~
~~~~~~~~~~
~~~~~~~
~~~~~~
~
~~~
~
~
~
~~~~~
~~~~~~
~~~
~~~
~~~~~
~
~
~~~
~~
~
~~~~
~~
~~~
~~~
~~~
~~~
~~~
~
~~~ ~~~
~~~
~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~
~~~
~~~
~
~~~~~~
~~
~~
~
~~
~
~~~
~~~~~~~
~
~~~~~~~~~~~
~~
~~~~~~
~
~~~
~~~~
~
~~~~
~
~~~ ~~~
~~~
~~~~~~~~~~~~
~
~~~
~~~
~
~~~~~~
~~
~
~
~~~
~
~~~ ~~~
~~~
~~
~~~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~
~
~
~~~~~~~
~~~~~~~~~~~
~~~~~~~
~
~
~
~
~~ ~~~
~~~
~~~~~~~
~
~~~
~
~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~ ~~~
~~~
~~~~~
~~~~~~~~~~~~
~
~~~~~~~~~
~
~
~~~ ~~~
~~~
~~~
~~~~~~
~~~~~
~~~
~~~
~
~
~~~ ~~~
~~~
~~~~~~
~
~~~~~
~~~~
~~~
~~~
~~~~~~~
~~~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~
~
~
~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~
~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~
~~
~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~
~~~
~
~~~~~~~~~~~~~
~~~~~
~~~
~~~~~~~~
~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~
~~~~~~
~ ~
~ ~
~
~
~
~~~~~
~~~
~
~
~
~~~
~~
~~~~
~
~
~~~~
~~~~~~~~
~
~
~~~~
~
~~~
~~ ~~~
~~~
~~~
~
~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~
~~~~~
~
~~~~
~~
~~
~~
~
~
~~~
~
~
~~
~~~
~
~~~
~~
~~~
~~~~~~~~~~
~~
~
~
~~~
~~~
~~~
~~~
~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~
~
~~~
~~~
~~~
~~~~~~~~~~
~
~~~~
~
~~
~~~
~~~~~~~~~~~~~~~~~
~~
~~~
~~
~~
~~~
~
~
~~~ ~~~
~~~
~~~~~~
~
~~~~~
~~~
~
~~
~~~
~~
~~~~~
~
~~~~~~
~~
~~~~~~~~
~~~
~~
~~~
~~~~~~
~
~
~~~
~~~
~~~~~~~
~~~
~~~~~
~
~~~
~~~
~~~
~~~~
~
~
~
~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~~~~
~~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~
~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
~~~~~~~~
~~~~~~~~~~
~~~
~~~~
~~~~~~~~
~~
~~~~~
~
~
~~~
~~~
~~~~
~~~~~~~
~~~
~~~
~~~~
~~~~~
~~~~~~~
~~~
~~~
~~~~~~~
~~~
~~~
~~~~~~
~
~
~
~~ ~~~
~~~~
~~~~~~~~~~~~~~~~~~~~~~~~~~~
~
~
~
~
~
~~~~~~
~~~
~~~~~~~
~~~
~
~~
~~~~~~
~
~
~~~ ~~~
~~~~
~~~
~~~
~
~ ~
~
~
~
~
~~~~~
~~
~ ~~
~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~
~
~
~ ~~
~~~~~~
~
~~~~~~~~~~~~~
~~~~~~~
~
~
~~~
~
~
~~~~~~~~~~~~~
~
~~~~~
~~~~~~~
~~~ ~~~~~~~
~~~~~~~~~~
~~
~
~
~
~~ ~~~
~~~
~~~~~~~~~
~ ~
~
~~~~~~~~~~
~~~~
~~~~~~~~~~~~~
~~~~~
~~
~~~~~~~~~
~~~~~~~~~~
~
~
~~~ ~~~
~~~
~~~~
~~~
~~~~~
~~~~~~~~~
~~~~~
~
~
~~
~~~~~~
~
~~
~
~~~~~~~~~~~
~~~~~~~
~
~~~
~~~
~~~
~~~~~~~~~~
~~~
~~~
~~~
~
~~~
~~~~~~~~
~
~~
~~
~
~~
~
~~~~~~~~~
~
~
~~
~~~
~~~~
~~~ ~~~
~~~
