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Chapter 7 Data Screening From: McCune, B. & J. B. Grace. 2002. Analysis of Ecological Communities. MjM Software Design, Gleneden Beach, Oregon

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Presentation on theme: "Chapter 7 Data Screening From: McCune, B. & J. B. Grace. 2002. Analysis of Ecological Communities. MjM Software Design, Gleneden Beach, Oregon"— Presentation transcript:

1 Chapter 7 Data Screening From: McCune, B. & J. B. Grace. 2002. Analysis of Ecological Communities. MjM Software Design, Gleneden Beach, Oregon http://www.pcord.comhttp://www.pcord.com Tables, Figures, and Equations

2 Figure 7.1. Frequency distribution showing a univariate outlier falling 5.5 standard deviations above the mean.

3 Table 7.1. Steps to detect, describe, and reduce the influence of outliers.

4 Figure 7.2. A bivariate outlier that is not a univariate outlier for either of the two variables Sp1 and Sp2.

5 Table 7.2. Deviations of the mean distance to an outlying sample unit from the average distance among sample units, using five distance measures. ( based on artificial noiseless data set of smooth species responses, with one SU disrupted by anomalous values.)

6 Figure 7.3. Frequency distribution of average relative Euclidean distances to particular sample units with a total of 25 sample units. The sample unit represented by the rightmost bar is 3.2 standard deviations above the mean of the average distances.


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