Asked by: Rema Kustenbruck
business and finance business operations

What does a standard deviation of 1 mean?

Last Updated: 8th February, 2020

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Depending on the distribution, data within 1standarddeviation of the mean can be considered fairlycommonand expected. Essentially it tells you that data isnotexceptionally high or exceptionally low. A good example would betolook at the normal distribution (this is not the onlypossibledistribution though).

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Hereof, what is a standard deviation of 1?

A normal distribution with a mean of 0 and astandarddeviation of 1 is called a standard normaldistribution.Since the distribution has a mean of 0 and astandard deviationof 1, the Z column is equal to the numberof standarddeviations below (or above) themean.

Similarly, what is standard deviation of the mean? The standard deviation (SD) measures the amountofvariability, or dispersion, for a subject set of data fromthemean, while the standard error of themean(SEM) measures how far the sample mean of thedata is likelyto be from the true population mean. SD is thedispersion ofdata in a normal distribution.

Subsequently, one may also ask, what does a standard deviation less than 1 mean?

Popular Answers (1) This means that distributions with acoefficientof variation higher than 1 are considered to behighvariance whereas those with a CV lower than 1 areconsideredto be low-variance. Remember, standard deviationsaren't"good" or "bad". They are indicators of how spread out yourdatais.

How much is one standard deviation from the mean?

If a data distribution is approximately normal thenabout68 percent of the data values are within onestandarddeviation of the mean (mathematically, μ±σ, where μ is the arithmetic mean), about95percent are within two standard deviations (μ±2σ), and about 99.7 percent lie within threestandarddeviations (μ ± 3σ

Related Question Answers

Wissal Orti

Professional

What does a standard deviation of 10% mean?

Standard deviation is a number used to tellhowmeasurements for a group are spread out from theaverage(mean), or expected value. A low standarddeviationmeans that most of the numbers are close to theaverage. A highstandard deviation means that the numbers aremore spreadout.

Cristo Gersema

Professional

How do you manually calculate standard deviation?

To calculate the standard deviation ofthosenumbers:
  1. Work out the Mean (the simple average of the numbers)
  2. Then for each number: subtract the Mean and squaretheresult.
  3. Then work out the mean of those squared differences.
  4. Take the square root of that and we are done!

Brehima Ringeis

Professional

Can a standard deviation be negative?

Standard Deviation formula is computedusingsquares of the numbers. Square of a number cannotbenegative. Hence Standard deviation cannotbenegative. Here (x-mean) is squared, so, this cannotbenegative, N, number of terms cannot benegative,hence SD cannot be negative.

So Larss

Explainer

Is standard deviation a percentage?

Due to its consistent mathematical properties,68percent of the values in any data set lie withinonestandard deviation of the mean, and 95 percentliewithin two standard deviations of the mean.

Temenuzhka Tadilha

Explainer

How do you interpret a standard deviation?

More precisely, it is a measure of theaveragedistance between the values of the data in the setand themean. A low standard deviation indicates thatthedata points tend to be very close to the mean; ahighstandard deviation indicates that the data points arespreadout over a large range of values.

Abdeslam Alcorta

Explainer

How much standard deviation is acceptable?

The range rule tells us that thestandarddeviation of a sample is approximately equal toone-fourth ofthe range of the data. In other words s = (Maximum–Minimum)/4. This is a very straightforward formula to use,andshould only be used as a very rough estimate of thestandarddeviation.

Platon Thomas

Pundit

Is a low standard deviation good?

A low standard deviation indicates that thedatapoints tend to be very close to the mean. A highstandarddeviation indicates that the data points are spreadout over alarge range of values.

Nonna Wane

Pundit

Why standard deviation is important?

The main and most important purpose ofstandarddeviation is to understand how spread out a dataset is. A highstandard deviation implies that, on average,data points inthe first cloud are all pretty far from the average(it looks spreadout). A low standard deviation means mostpoints are veryclose to the average.

Adalberon Straetmans

Pundit

Is it better to have a higher or lower standard deviation?

Standard deviation is a mathematical tool tohelpus assess how far the values are spread above and below themean. Ahigh standard deviation shows that the data is widelyspread(less reliable) and a low standard deviation showsthat thedata are clustered closely around the mean(morereliable).

Yasuko Drabble

Pundit

Can you have a standard deviation of 0?

This means that for every i, the term (xi -x)2 = 0. This means that every data value isequalto the mean. This result along with the one above allows us tosaythat the sample standard deviation of a data set is zeroifand only if all of its values are identical.

Antonel Wendorf

Teacher

What is considered high standard deviation?

A standard deviation close to 0 indicates thatthedata points tend to be very close to the mean (also calledtheexpected value) of the set, while a high standarddeviationindicates that the data points are spread out over awider range ofvalues.

Ariadnna Anin

Teacher

What is the formula for standard deviation in Excel?

Use the Excel Formula =STDEV( ) andselectthe range of values which contain the data. This calculatesthesample standard deviation (n-1). Use the webStandardDeviation calculator and paste your data, oneperline.

Viacheslav Abete

Teacher

Can the standard deviation be greater than the variance?

Well, the standard deviation is the square rootofthe variance. Thus, the variance is the square ofthestandard deviation. Whether the standarddeviation islarger than the variance depends on whetherthevariance is less than or greater than one.But,this depends on the units you use.

Maimouna Terraza

Teacher

What is standard deviation in psychology?

Standard Deviation. Standard Deviation isameasure of variation (or variability) that indicatesthetypical distance between the scores of a distributionandthe mean. Looking at an example will help us make sense ofthis.Assume a professor is interested in the satisfaction ofstudents inher psychology class.

Costinel Chaudhury

Reviewer

What does a low standard error mean?

The standard error is theestimatedstandard deviation or measure of variability in thesamplingdistribution of a statistic. A low standard errormeansthere is relatively less spread in the sampling distribution.Thestandard error indicates the likely accuracy of thesamplemean as compared with thepopulationmean.

Yevgeniya Elstone

Reviewer

What does standard deviation of the mean represent?

The standard error is the approximatestandarddeviation of a statistical sample population. Thestandarderror is a statistical term that measures theaccuracy withwhich a sample represents a population. Instatistics, asample mean deviates from the actualmean of apopulation; this deviation is thestandarderror.

R Larkin

Reviewer

Can the standard deviation be greater than the mean?

A smaller standard deviation indicates thatmoreof the data is clustered about the mean. A largeroneindicates the data are more spread out. In the first case,thestandard deviation is greater than the mean. Inthesecond case, it is smaller.

Adelaido Berliner

Reviewer

What is the formula for mean deviation?

Mean deviation is a statistical measure oftheaverage deviation of values from the mean inasample. Find the average of these values by adding themandthen and dividing them by the number of values. Inourexample, the average is 8.3 (2+5+7+10+12+14=50,whichis divided by 6).

Felician CeƱera

Supporter

What is the difference between standard deviation and variance?

The standard deviation is the square root ofthevariance. The standard deviation is expressedinthe same units as the mean is, whereas the varianceisexpressed in squared units, but for looking at a distribution,youcan use either just so long as you are clear about what youareusing.