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Spss package v22

Manufactured by IBM
Sourced in United States

SPSS package v22.0 is a statistical software application developed by IBM. It provides data management, analysis, and visualization capabilities for researchers and professionals. The core function of SPSS is to enable users to analyze and interpret data through a range of statistical techniques.

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Lab products found in correlation

5 protocols using spss package v22

1

Comprehensive Statistical Analysis of Data

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The data analysis incorporated an initial descriptive analysis. For the categorical and discreet variables, the proportions were estimated with their corresponding 95% confidence intervals, according to the Wilson method and using the Pearson’s chi squared test to perform comparisons. Alternatively, the Fisher’s exact test was used when 20% of the fields presented an expected number of cases which was less, or equal to five. For the continuous variables, means were estimated with their standard deviation or medians and interquartile ranges in the case of asymmetric distributions. The Student’s t-test or ANOVA were used to analyze the relation between quantitative variables and categorical variables with two levels; or categorical variables with more than two levels, respectively. The condition of normality was previously confirmed via the Shapiro–Wilk test. All the statistical analyses were performed using the SPSS package v22.0 by IBM (Armonk, NY, USA).
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2

Efficacy of Surgical Intervention

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Quantitative data are presented as the mean ± standard deviation. Comparison between preoperative and postoperative parameters was performed by matched Student's t-test. Multi-group comparisons were examined via one-way analysis of variance followed by a Student-Newman-Keuls post hoc test. The statistical differences were examined by the statistical software SPSS package v22.0 (IBM Corp., Armonk, NY, USA). P<0.05 was considered to indicate a statistically significant difference.
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3

Football Players' Hoffa's Fat Pad Analysis

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The statistical analysis was performed by the SPSS package v.22.0 (IBM, Armonk, NY: IBM Corp). First, Shapiro–Wilk was carried out to assess the normality. Second, a descriptive analysis was employed for all the individuals and separately in the two groups. Finally, a comparative analysis between group0 and group1 was performed. Mean, standard deviation (SD) with the Student t test and median, interquartile range (IR) with Mann–Whitney U test were carried out for parametric and non-parametric data, respectively. In addition, Levene’s test was employed to assess the equality of variances. Moreover, a multivariate analysis was performed using a linear regression (stepwise selection method; Pin = 0.05; Pout = 0.10) to predict the influence of the dominant leg (right or left) data and group (indoor and outdoor football) on the statistically outcome measurements (showed in the prior described analyses). The dependent variable was the left Hoffa’s fat pad and the independent variables were the group and the dominant leg side (right or left). Additionally, a multivariate predictive analysis used linear regression model performed via stepwise selection method and the R2 coefficient to stablish quality adjustments. Significant sociodemographic data variable, age, was used as independent variable.
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4

Assessing Spinal Curve Correlations

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The difference of the ratio between the two groups was tested (Mann-Whitney) and the correlation between the ratio and the Cobb angle estimated (Spearman’s rho). The statistical analysis was done using the SPSS package v22.
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5

Predicting Need for Endoscopy via HRV

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Statistical analysis was performed using SPSS package v.22 (SPSS Inc., Chicago, IL, U. S.). Comparisons between groups were performed using Mann-Whitney U test for non-parametric tests and Fisher's exact test for proportions. Because the main objective of the study was to determine parameters or combinations of parameters to rule out HRV, the main results calculated were sensitivity, negative predictive value (NPV) and their 95% confidence intervals (CIs) as well as the number of endoscopies that could have been circumvented. As we were not interested in analyzing specificity/positive predictive value, AUROC curves were not constructed.
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