기술
Whether you are given the summary statistics or given the data set itself, ShinStats can perform the following statistical tests in a step-by-step manner:
1) correlation tests
2) chi-square test of independence
3) chi-square goodness of fit test
4) one sample t-tests
5) independent samples t-test (equal variances assumed)
6) independent samples t-test (unequal variances assumed)
7) paired/dependent samples t-test
8) one sample proportion z-test
9) One-way Analysis of Variance (ANOVA) with Fischer's Least Significant Difference (LSD) Post hoc test
10) Simple Linear Regression Analysis
ShinStats is also capable of:
11) calculating the z-score of a raw score / experimental result
12) determining the z-score when given the p-value
13) calculate the p-value associated with a z-score or range of z-scores
14) calculate the p-value associated with z-scores from a sampling distribution of sample means
15) calculate the confidence intervals for a population mean
16) calculate the confidence intervals for a population mean difference
17) calculate the confidence intervals for a population proportion
ShinStats can also calculate the probabilities of the following distributions:
18) Binomial distribution
19) Poisson distribution
20) Normal distribution (z-score)
21) Sampling distribution of sample means
Whether you are given the population or sample data, ShinStats: Solutions Generator is also capable of calculating 21 descriptive statistics such as:
Measures of central tendency: mean, median, mode, and midrange
Measures of dispersion: variance, standard deviation, sum of squared deviations, coefficient of variation, range, interquartile range (IQR)
Boxplot Statistics: minimum, first quartile, median, third quartile, maximum, five-number summary, lower fence, upper fence, sort the data
Other descriptive statistics: sample/population size, standard error of the mean, skewness, mean absolute deviation (MAD), kurtosis, root mean square (RMS).
As of 24 December, ShinStats is capable of creating a frequency distribution table (FDT), histogram, more than ogive and less than ogive.
As of 28 December, ShinStats is capable of moving average forecast which also calculates the absolute errors, mean absolute deviation (MAD), mean square error (MSE), mean absolute percentage error (MAPE).
As of 7 January 2024, ShinStats is capable of calculating the required probabilities from a discrete probability distribution as well as the expected value [E(X)], variance [Var(X)] and the standard deviation [SD(X)].
As of 8 January 2024, ShinStats is capable of exponential smoothing forecast which also calculates the absolute errors, mean absolute deviation (MAD), mean square error (MSE), mean absolute percentage error (MAPE).
As of 9 January 2024, ShinStats is capable of calculating medical statistics or biostatistics specifically for the calculation of sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), prevalence, accuracy, likelihood ratios, diagnostics odds ratio (DOR), and F1 score.
As of 13 January 2024, ShinStats is capable of calculating the associated probabilities of two independent events. Here, the user will input any two of the following probabilties: P(A), P(B), P(A'), P(B'), P(A and B), P(A or B), P(A xor B), P((A or B)'). The calculator will calculate the remaining six probabilities that the user did not input or specify.
As of 15 January 2024, ShinStats is capable of marginal, joint, conditional, union probability calculation given a contingency table.
Elevate your statistical analyses with ShinStats: Solutions Generator — your go-to tool for accurate and efficient statistical calculations. Optimize your statistical endeavors today!
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