Household Size - Two Person

Source:
US Census Bureau

Release:
2010 Census - Households

Units:
Housing Units

Frequency:
Point in Time 2010

Why Use:

Total 2-person households indicates the number of individuals living with one other individual. This can indicate the economic strength of the area.

Suggested Treatment:

The data shows autocorrection, seasonality and a non-normal distribution. The data should be differenced and seasonally adjusted. While the Order Norm transformation, provides the best normality, the Boxcox variable will also perform well.

Grain Transformation:

Data is unable to be distributed by time or geography. The roll up method used is Sum.

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Household Size - Two Person

Autocorrectation Analysis:

Trend Analysis:

Distribution Analysis:

The Shapiro-Wilk test returned W = 0.96 with a p-value =0.00 indicating the data does not follow a normal distribution.

A skewness score of 0.04 indicates the data are fairly symmetrical.

Hartigan's dip test score of 0.01 with a p-value of 0.00 inidcates the data is multimodal

Statistics (Pearson P/ df, lower => more normal)

No transform
17.86
Box-cox
14.07
Log_b(x-a)
41.17
sqrt(x+a)
16.00
exp(x)
NA
arcsinh(x)
41.17
Yeo-Johnson
14.08
OrderNorm
1.16

Data Notes:

2010 is the most recent Census data being reported.

Citation:

US Census Bureau, Total 2-person Households [H013003], https://www.socialexplorer.com/data/C2000/metadata/?ds=SF1&var=H013003

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