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The results of your statistical analyses help you to understand the outcome of your study, e.g. Whether or not some variable has an effect, whether variables are related, whether differences among groups of observations are the same or different, etc. Statistics should be used to substantiate your findings and help you to say objectively when you have significant results. Write My Degree EssayStatistics should be used to substantiate your findings and help you to say objectively when you have significant results. Therefore, when reporting the statistical outcomes relevant to your study, subordinate them to the actual biological results. Always report the mean average value along with a measure of variablility standard deviation s or standard error of the mean . Two common ways to express the mean and variability are shown below: total length of brown trout n 128 averaged 34.4 cm s 12.4 cm in may, 1994, samples from sebago lake. Two common ways to express the mean and variability are shown below: total length of brown trout n 128 averaged 34.4 cm s 12.4 cm in may, 1994, samples from sebago lake. S standard deviation this format is preferred by huth and others 1994 total length of brown trout n 128 averaged 34.4 12.4 cm in may, 1994, samples from sebago lake. This style necessitates specifically saying in the methods what measure of variability is reported with the mean. If the summary statistics are presented in graphical form a figure , you can simply report the result in the text without verbalizing the summary values: mean total length of brown trout in sebago lake increased by 3.8 cm between may and september, 1994 fig. Frequencies: frequency data should be summarized in the text with appropriate measures such as percents, proportions, or ratios. Frequencies: frequency data should be summarized in the text with appropriate measures such as percents, proportions, or ratios. During the fall turnover period, an estimated 47% of brown trout and 24% of brook trout were concentrated in the deepest parts of the lake table 3. Reporting results of inferential hypothesis tests in this example, the key result is shown in blue and the statistical result. Mean total length of brown trout in sebago lake increased significantly 3.8 cm between may 34.4 12.4 cm, n 128 and september 38.2 11.7 cm, n 114 1994 twosample t test, p lt 0.001 . Note: avoid writing whole sentences which simply say what test you used to analyze a result followed by another giving the result. Summarizing statistical test outcomes in figures if the results shown in a figure have been tested with an inferential test, it is appropriate to summarize the outcome of the test in the graph so that your reader can quickly grasp the significance of the findings. Summarizing statistical test outcomes in figures if the results shown in a figure have been tested with an inferential test, it is appropriate to summarize the outcome of the test in the graph so that your reader can quickly grasp the significance of the findings. It is imperative that you include information in your materials and methods, or in the figure legend, to explain how to interpret whatever system of coding you use. Examples: comparing groups t tests, anova, etc comparison of the means of 2 or more groups is usually depicted in a bar graph of the means and associated error bars. The larger mean may have 1 4 asterisks centered over the error bar to indicate the relative level of the p value. In general, means p lt 0.05, means p lt 0.01, means p lt 0.001, and means p lt 0.01. In all cases, the p value should be reported as well in the figure legend the asterisk may also be used with tabular results as shown below. Note how the author has used a footnote to define the p values that correspond to the number of asterisks. Write My Law Essay UkNote how the author has used a footnote to define the p values that correspond to the number of asterisks. Courtesy of shelley ball for three or more groups there are two systems typically used: lines or letters. The line spanning two adjacent bars indicates that they are not significantly different based on a multiple comparisons test , and because the line does not include the ph 2 mean, it indicates that the ph 2 mean is significantly different from both the ph 5.3 control and the ph 3.5 group means. Note that information about how to interpret the coding system line or letters is included in the figure legend. Note that information about how to interpret the coding system line or letters is included in the figure legend. When lines cannot easily be drawn to summarize the result, the most common alternative is to use capital letters placed over the error bars. Letters shared in common between or among the groups would indicate no significant difference. Example: summarizing correlation and regression analyses for relationship data x,y plots on which a correlation or regression analysis has been performed, it is customary to report the salient test statistics e.g. R, r square and a p value in the body of the graph in relatively small font so as to be unobtrusive. If a regression is done, the best fit line should be plotted and the equation of the line also provided in the body of the graph. Your satisfaction is our satisfaction we at take great pride in our customers' satisfaction. Your satisfaction is our satisfaction we at take great pride in our customers' satisfaction. That's why we have been in business so long with many happy customers to show for it. 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