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<p>XXX XXXX tests for the assessment of XXXXXXXXX XXX Kolmogorov-Smirnov (X-S) test, Lilliefors corrected X-S XXXX, Shapiro-XXXX test, XXXXXXXX-XXXXXXX test, Cramer-von XXXXX XXXX, D’XXXXXXXX skewness test, Anscombe-XXXXX kurtosis XXXX, X’XXXXXXXX-XXXXXXX XXXXXXX XXXX, and the XXXXXX-XXXX XXXX (XXXXXXX & XXXXXXXXX, 2012). </p> <p>XXXXXXX: </p> <p>Crossman, X. (2017, March XX). Normal Distribution and XXX It XXXXXXX. XXXXXXXXX XXXXXXXX XX, 2017, from <a href="XXXXX://www.XXXXXXXXX.com/what-XX-XXXXXX-distribution-XXXXXXX">https://www.XXXXXXXXX.com/what-XX-XXXXXX-distribution-3026707</a> </p> <p>Ghasemi, A., & Zahediasl, S. (XXXX, XXXXX XX). Normality Tests for XXXXXXXXXXX XXXXXXXX: A Guide XXX Non-Statisticians. Retrieved December 07, 2017, from <a XXXX="XXXXX://XXX.ncbi.XXX.XXX.XXX/XXX/articles/PMC3693611/">XXXXX://XXX.ncbi.nlm.nih.gov/pmc/articles/XXXXXXXXXX/</a> </p> <p>XXXX, D. (n.d.). Online XXXXXXXXXX XXXXXXXXX: XXXXXXXXXXXX XX XXXXXX XXXXXXXXXXXXX. XXXXXXXXX December X, 2017, from <a XXXX="XXXX://onlinestatbook.com/2/XXXXXXXXXXXXXXXXXXX/intro.html">XXXX://onlinestatbook.XXX/X/normal_distribution/XXXXX.html</a></p> <p>XXXXXX, X. T., & XXXXXX, S. (XXXX). Statistics in criminology XXX XXXXXXXX justice: analysis XXX interpretation (XXX ed.) pgs. XX, XX, XX. Burlington, XX: XXXXX & Bartlett XXXXXXXX. </p><p><b>Why are XX XXXXXXXXX XXXXX the XXXXXXXXXXXX XX XXXX?</b></p> <p>XX are concerned about the XXXXXXXXXXXX of XXXX XXXXXXX it provides XXXXXXXXX information XXXXXX to XXXX to a XXXXXXXXXX XXXXXXXX concerning XXX XXXXXXXXX. For example, in the XXXXXX XXXX in this XXXXX XXXX XX broken XXXX XX type XX XXXXX XXX XXX live in, how XXXX they have XXXXX in that style XX home, how many times they XXXX XXXX arrested, and how many siblings they XXXX. Without distribution XX data, it XXXXX be nearly impossible to decipher the XXXXXXXXXXX XXXXXX to come XX an accurate probability. XXXXXXX XXXXXXX where XXX distribution of XXXX is XXXXXXXXX XXXXX XX a XXXXXXX or XXXXXXXXXX XXX may want XX know XXX XXXXXXXXXXX XXXXX XX each XXXXXXX. No matter XXXX XXX XXXXXXXXXXX is, the XXXXXXXXXXXX XX data XX needed to determine XXXXXXX the average XX XXX XXXX appropriate XXX XX XXXXXXXX it (XXXXXX, 2015). Once XX XXXX an XXXX of XXX distribution, we can test any hypothesis. </p> <p>XXXX a distribution of categorical data is organized, you see XXX XXXXXX or percentage of XXXXXXXXXXX in XXXX group, XX XXX other hand, XXXX XXXXX is a distribution XX numerical data, it XX mostly organized from the smallest to the XXXXXXX. XXXX XXXXX, they can be broken XXXX groups and XXX XXXX graphs XXX/or XXXXXX to XXXXXXX the shape, XXXXXX, XXX amount of XXXXXXXXXXX in the XXXX. As stated above, XXX XXXX-known XXXXXXXXXXXX is called the normal distribution, XXXX XXXXX XX XXX XXXX-XXXXXX XXXXX. The XXXXXX XXXXXXXXXXXX is XXXXX XX XXXXXXXXX XXXX XXXX is continuous; its possible values lie on XXX entire XXXX XXXXXX line (Rumsey, n.d.). When XXXXXXX XXXXX the XXXXXXXXXXXX XX data, XXX XXXXXX XXXXXXXXXXXX XX talked about XXXX XXXXX. Normal XXXXXXXXXXXXX are XXXXXXXXX XXXXXXX it makes working XXXX XXX XXXX easier XXX statisticians and in XXXXXXXX, many XXXXXXXXXXXXX XXX XXXXXXXXXXX XXXXXXXXX XXX XXXXXXXXXXX XXXXXXXXXXXXX normally (Lane, n.d.). </p> <p>Sources: </p> <p>XXXX, X. (n.d.). XXXXXX Statistics Education: XXXXXXXXXXXX XX XXXXXX XXXXXXXXXXXXX. Retrieved December 7, XXXX, XXXX <a XXXX="XXXX://XXXXXXXXXXXXXX.com/X/normal_distribution/intro.html">http://XXXXXXXXXXXXXX.com/2/normal_distribution/XXXXX.html</a> </p> <p>Negrey, X. (XXXX, XXXXXX XX). XXXX XXXXXXXXXX: Understanding Data Distributions. Retrieved XXXXXXXX XX, 2017, from <a href="https://www.XXXXXXXXXXXXXXXXX.com/XXXXXXXXXX-your-data-understanding-distributions/">XXXXX://XXX.precisiondialogue.XXX/describing-XXXX-data-understanding-XXXXXXXXXXXXX/</a> </p> <p>Rumsey, X. X. (n.d.). XXXX the XXXXXXXXXXXX Tells XXX XXXXX a Statistical XXXXXXX. Retrieved XXXXXXXX 08, XXXX, from <a href="http://XXX.dummies.XXX/education/math/XXXXXXXXXX/what-the-distribution-tells-you-about-a-statistical-data-set/">XXXX://XXX.XXXXXXX.XXX/XXXXXXXXX/XXXX/statistics/XXXX-the-distribution-tells-you-XXXXX-a-XXXXXXXXXXX-data-XXX/</a></p><p><b>What difference XXXX it XXXX in the XXXX of each XX the variables (XXXX and ARREST) if XXX XXXX is not normally distributed?</b></p> <p>XXXXXXXX the normal XXXXXXXXXXXX XX the XXXXXX of attention when it comes to statistics, XXXX processes XXXXXX a XXX-normal distribution. XXXX XXX XX due to the XXXX XXXXXXXXX following a specific type XX non-XXXXXX distribution or in XXX case of the HOME XXXXXXXX where the distribution XXXX XXXXX sense if you're dealing XXXX at XXXXX XXXXXXXX XXXX, XXX XXX normal XXXXXXXXXXXX XX XXXXXXXXXX. XX XXXX XXXX, standard XXXXX and other XXXXXXXXXXXX do not XXXX XXX sense because XXX XXXXXXX XXXXXX 1,X,X,X and 5 XXXX assigned to categories, house, XXXXXX, trailer, apartment XXX XXXXX. Because of this, XXXX XX not represent any form of XXXXXXXXXXX and therefore XXX not XXXX as XXXXX normally XXXXXXXXXXX. XX XXXX case, it XXXXX XX difference if the XXXX is normally XXXXXXXXXXX XXXXXXX it XX XXXX XXXXXXXX XXX categories.</p> <p>On the XXXXX XXXX, a XXXXXX distribution of XXXX is XXX in which most XX the XXXX points XXX XXXXXXXXXXXXX XXXXXXX, XXXXXXXXX XXXXXX a small range XX values, while there are fewer outliers on the higher and XXXXX ends of the range XX data. One XXX to XXXX if your data XX normally distributed is XX XXXX them XX a XXXXXXXXX and if it results in an image that is XXXX-XXXXXX XXX XXXXXXXXXXX, XXX XXXX XX XXXXXXXXXX as normally XXXXXXXXXXX (XXXXXXXX, 2017). In the ARREST XXXXX, XX XXXXXX above, the data XXXXXXXX XXXXXXXXX information needed to come XX a conclusive XXXXXXXX XXXXXXXXXX the variables. Without distribution of XXXX, it XXXXX XX XXXXXX impossible to decipher the XXXXXXXXXXX XXXXXX to come XX an accurate XXXXXXXXXXX XX the type of house XXX may XXXX in, how long XXXX XXXX XXXXX in that style of XXXX, how many XXXXX XXXX XXXX XXXX arrested, XXX how many siblings they have. XX XXXXXXXXXX, a set of data is a "normal distribution" XX it XX XXXXXXXXX XXX XXXXXX XXXX a bell XXXXX (lane, n.d.) </p> <p>Sources: </p> <p>Crossman, X. (XXXX, March XX). Normal XXXXXXXXXXXX and XXX It Matters. Retrieved December 07, 2017, XXXX <a href="XXXXX://XXX.XXXXXXXXX.com/XXXX-is-XXXXXX-XXXXXXXXXXXX-3026707">https://XXX.XXXXXXXXX.com/XXXX-is-XXXXXX-XXXXXXXXXXXX-3026707</a> </p> <p>Lane, X. (n.d.). Online XXXXXXXXXX XXXXXXXXX: XXXXXXXXXXXX XX Normal Distributions. XXXXXXXXX XXXXXXXX X, 2017, from <a XXXX="XXXX://XXXXXXXXXXXXXX.com/X/XXXXXXXXXXXXXXXXXXX/intro.XXXX">XXXX://XXXXXXXXXXXXXX.com/X/XXXXXXXXXXXXXXXXXXX/XXXXX.XXXX</a> </p> <p>References<XX></p> <p>XXXXXXXX, X. (2017, XXXXX XX). Normal Distribution and XXX It XXXXXXX. Retrieved December 07, XXXX, XXXX <a XXXX="https://www.XXXXXXXXX.com/XXXX-is-XXXXXX-distribution-XXXXXXX">https://www.XXXXXXXXX.XXX/XXXX-XX-XXXXXX-distribution-3026707</a><XX></p> <p>Ghasemi, A., & Zahediasl, S. (2012, XXXXX 20). Normality XXXXX XXX XXXXXXXXXXX Analysis: A Guide for XXX-Statisticians. XXXXXXXXX XXXXXXXX 07, XXXX, from <a href="https://www.ncbi.nlm.nih.gov/XXX/articles/XXXXXXXXXX/">XXXXX://XXX.XXXX.XXX.XXX.XXX/pmc/articles/PMC3693611/</a> </p> <p>Lane, X. (n.d.). Online XXXXXXXXXX Education: XXXXXXXXXXXX XX XXXXXX XXXXXXXXXXXXX. XXXXXXXXX XXXXXXXX X, 2017, from <a XXXX="XXXX://onlinestatbook.com/X/normal_distribution/intro.XXXX">XXXX://onlinestatbook.XXX/X/XXXXXXXXXXXXXXXXXXX/XXXXX.html</a> </p> <p>XXXXXX, X. (XXXX, XXXXXX XX). XXXX XXXXXXXXXX: XXXXXXXXXXXXX XXXX Distributions. Retrieved XXXXXXXX XX, 2017, from <a href="XXXXX://XXX.XXXXXXXXXXXXXXXXX.XXX/describing-XXXX-XXXX-understanding-XXXXXXXXXXXXX/">https://XXX.XXXXXXXXXXXXXXXXX.XXX/describing-your-data-understanding-distributions/</a> </p> <p>XXXXXX, X. J. (n.d.). XXXX the Distribution XXXXX XXX about a XXXXXXXXXXX DataSet. Retrieved XXXXXXXX 08, XXXX, XXXX <a XXXX="XXXX://XXX.XXXXXXX.XXX/XXXXXXXXX/math/XXXXXXXXXX/XXXX-XXX-XXXXXXXXXXXX-XXXXX-you-about-a-XXXXXXXXXXX-XXXX-XXX/">http://www.dummies.XXX/education/math/XXXXXXXXXX/XXXX-XXX-distribution-tells-you-XXXXX-a-statistical-data-XXX/</a> </p> <p>XXXXXX, X. T., & Maddan, S. (2013). Statistics in XXXXXXXXXXX XXX criminal justice: XXXXXXXX XXX XXXXXXXXXXXXXX (XXX ed.) pgs. XX, XX, 97. XXXXXXXXXX, XX: Jones & Bartlett Learning. </p> <p><br></p>">
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