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1

Saville, David J., and Graham R. Wood. Statistical Methods. New York, NY: Springer New York, 1996. http://dx.doi.org/10.1007/978-1-4612-0747-4.

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2

1940-, Wilson William J., ed. Statistical methods. Boston: Academic Press, 1993.

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3

Freund, Rudolf Jakob. Statistical methods. San Diego: Academic Press, 1997.

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4

Open University. Statistical Methods Course Team., ed. Statistical methods. Milton Keynes: Open University Press, 1987.

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5

Snedecor, George Waddel. Statistical methods. 8th ed. Ames: Iowa State University Press, 1989.

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6

Standardization, International Organization for. Statistical methods. 3rd ed. Genève: International Organization for Standardization, 1989.

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7

J, Wilson William, and Mohr Donna L, eds. Statistical methods. 3rd ed. Amsterdam: Elsevier, 2010.

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8

1940-, Wilson William J., ed. Statistical methods. 2nd ed. San Diego, Calif: Academic Press, 2003.

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9

Terdik, György. Multivariate Statistical Methods. Cham: Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-81392-5.

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Hanagal, David D., Raosaheb V. Latpate, and Girish Chandra, eds. Applied Statistical Methods. Singapore: Springer Singapore, 2022. http://dx.doi.org/10.1007/978-981-16-7932-2.

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Berry, Kenneth J., Paul W. Mielke,, and Janis E. Johnston. Permutation Statistical Methods. Cham: Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-28770-6.

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Sabo, Roy, and Edward Boone. Statistical Research Methods. New York, NY: Springer New York, 2013. http://dx.doi.org/10.1007/978-1-4614-8708-1.

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13

Manly, Bryan F. J., and Jorge A. Navarro Alberto. Multivariate Statistical Methods. Fourth edition / Bryan F.J. Manly and Jorge A. Navarro Alberto.: Chapman and Hall/CRC, 2016. http://dx.doi.org/10.1201/9781315382135.

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14

Morrison, Donald F. Multivariate statistical methods. 3rd ed. New York: McGraw-Hill, 1990.

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15

Prasad, Sahana. Elementary Statistical Methods. Singapore: Springer Nature Singapore, 2022. http://dx.doi.org/10.1007/978-981-19-0596-4.

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16

Hollander, Myles. Nonparametric statistical methods. 2nd ed. New York: Wiley, 1999.

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17

Prasad, Sahana. Advanced Statistical Methods. Singapore: Springer Nature Singapore, 2024. http://dx.doi.org/10.1007/978-981-99-7257-9.

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18

W, Heath R., ed. Basic statistical methods. 5th ed. New York, NY: Harper & Row, 1990.

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19

Vining, G. Geoffrey. Statistical methods for engineers. 3rd ed. Boston, Mass: Cengage Learning, 2011.

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20

Maritz, J. S. Distribution-free statistical methods. 2nd ed. London: Chapman & Hall, 1995.

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21

Johnson, Richard Arnold. Statistical reasoning and methods. New York: John Wiley, 2004.

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22

Statistical Methods: Statistics. New Delhi: Sultan Chand & Sons, 4792/23, Daryaganj, New Delhi-110002, 1986.

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23

Freund, Rudolf J., and Wilson William J. Statistical Methods. Elsevier Science & Technology Books, 2003.

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24

Samuelsson, Christer. Statistical Methods. Edited by Ruslan Mitkov. Oxford University Press, 2012. http://dx.doi.org/10.1093/oxfordhb/9780199276349.013.0019.

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Abstract:
Statistical methods now belong to mainstream natural language processing. They have been successfully applied to virtually all tasks within language processing and neighbouring fields, including part-of-speech tagging, syntactic parsing, semantic interpretation, lexical acquisition, machine translation, information retrieval, and information extraction and language learning. This article reviews mathematical statistics and applies it to language modelling problems, leading up to the hidden Markov model and maximum entropy model. The real strength of maximum-entropy modelling lies in combining evidence from several rules, each one of which alone might not be conclusive, but which taken together dramatically affect the probability. Maximum-entropy modelling allows combining heterogeneous information sources to produce a uniform probabilistic model where each piece of information is formulated as a feature. The key ideas of mathematical statistics are simple and intuitive, but tend to be buried in a sea of mathematical technicalities. Finally, the article provides mathematical detail related to the topic of discussion.
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25

Beatty, James R. Statistical methods. McGraw-Hill, 1995.

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26

N, Yogish S. Statistical Methods. [Jaipur] : Mangal Deep Publications, 2007, 2007.

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27

Statistical Methods. Elsevier, 2022. http://dx.doi.org/10.1016/c2019-0-02521-6.

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28

Statistical Methods. Elsevier, 2010. http://dx.doi.org/10.1016/c2009-0-20216-9.

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29

Willard, Cheryl. Statistical Methods. Routledge, 2016. http://dx.doi.org/10.4324/9781315265803.

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30

Statistical methods. Milton Keynes: Open University Press, 1986.

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31

Willard, Cheryl Ann. Statistical Methods. Routledge, 2020. http://dx.doi.org/10.4324/9780429261039.

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32

Statistical methods. Lanham, Md: University Press of America, 1996.

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33

Statistical Methods. Taylor & Francis Group, 2020.

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34

Statistical Methods. Iowa State University Press, 1989.

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35

Statistical Methods. Elsevier Science & Technology Books, 2010.

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36

Beatty, James R. Statistical Methods. 5th ed. Mcgraw-Hill College, 1997.

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37

Willard, Cheryl Ann. Statistical Methods. Taylor & Francis Group, 2020.

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38

Beatty, James R. Statistical Methods. 5th ed. Primis, 1997.

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39

Cochran, Snedecor. Statistical Methods. Wiley India, 2014.

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40

Shoyrkov. Statistical Methods. G Throwkoff Pr, 1989.

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41

Freund, Rudolf J., Wilson William J, and Donna L. Mohr. Statistical Methods. Elsevier Science & Technology Books, 2021.

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42

Szulc, Stefan. Statistical Methods. Elsevier Science & Technology Books, 2014.

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43

Statistical Methods. Elsevier Science & Technology Books, 1993.

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44

Statistical Methods. Elsevier Science & Technology, 2021.

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45

Statistical Methods. Island Press, 1996.

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46

Pittard. Statistical Methods STA 296 - Statistical Methods and Motivations. Van-Griner Learning, 2019.

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47

Essential Statistical Methods for Medical Statistics. Elsevier, 2011. http://dx.doi.org/10.1016/c2009-0-62044-4.

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48

Miller, J. Philip. Essential Statistical Methods for Medical Statistics. Elsevier Science & Technology Books, 2010.

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49

Hollander, Myles, and Douglas A. Wolfe. Nonparametric Statistical Methods. Wiley & Sons, Incorporated, John, 2013.

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50

Manly, Bryan F. J. Multivariate Statistical Methods. Chapman and Hall/CRC, 2004. http://dx.doi.org/10.1201/b16974.

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