Statistics and Probability Theory

https://people.math.ethz.ch/~wueth/Positions/2013_Bernoulli.pdf

http://www.math.umd.edu/~slud/s470/BookChaps/01Book.pdf

http://santos.ee.ntu.edu.tw/statcomm2011/1_Probability_Theory_&_Mathematical_Statistics_(classnote).pdf  

http://www.stat.ncsu.edu/people/schwartzman/courses/ST521/lect07-DiscreteDistr_handout.pdf 

http://www.stat.cmu.edu/~larry/=stat705/Lecture8.pdf 

http://www.stat.umn.edu/geyer/f08/5101/notes/n.pdf 

https://www.mpimet.mpg.de/fileadmin/staff/vonstorchjin-song/vls-s/s3.pdf 

http://www.stats.ox.ac.uk/~reinert/stattheory/theoryshort09.pdf 

http://www.math.harvard.edu/~ctm/papers/home/text/class/harvard/154/course/course.pdf 

http://math.arizona.edu/~jwatkins/notests.pdf

http://www.math.umd.edu/~slud/s470/BookChaps/ActuChp1.pdf  

http://www.math.umd.edu/~slud/s470/BookChaps/ActuChp2.pdf 

http://www.math.umd.edu/~slud/s470/BookChaps/ActuChp3.pdf 

http://www.math.umd.edu/~slud/s470/BookChaps/Chp45.pdf 

http://www.math.umd.edu/~slud/s470/BookChaps/Chp6.pdf