Sampling (random, periodic, conditional).Report includes: AUC (with confidence intervals), curve coordinates, performance indicators - sensitivity and specificity (with confidence intervals), accuracy, positive and negative predictive values, Youden's J (Youden's index), Precision-Recall plot. Receiver operating characteristic curves analysis (ROC analysis).ĪUC methods - DeLong's, Hanley and McNeil's.LD values (LD50/ED50 and others), cumulative coefficient calculation. Kaplan-Meier (log rank test, hazard ratios).Unit root tests - Dickey–Fuller, Augmented Dickey–Fuller (ADF test), Phillips–Perron (PP test), Kwiatkowski–Phillips–Schmidt–Shin (KPSS test).Tests for heteroscedasticity: Breusch–Pagan test (BPG), Harvey test, Glejser test, Engle's ARCH test (Lagrange multiplier) and White test.Stepwise (forward and backward) regression.Weighted least squares (WLS) regression.Multivariate linear regression (residuals analysis, collinearity diagnostics, confidence and prediction bands).Wilcoxon Matched Pairs Test, Sign Test, Friedman ANOVA, Kendall's W (coefficient of concordance). Mann-Whitney U Test, Kolmogorov-Smirnov test, Wald-Wolfowitz Runs Test, Rosenbaum Criterion. Rank correlations (Kendall Tau, Spearman R, Gamma, Fechner).2x2 tables analysis (Chi-square, Yates Chi-square, Exact Fisher Test, etc.).Within subjects ANOVA and mixed models.Post-hoc comparisons - Bonferroni, Tukey-Kramer, Tukey B, Tukey HSD, Neuman-Keuls, Dunnett.One-way and two-way ANOVA (with and without replications).Multiple definitions for computing quantile statistics.Frequency tables analysis (for discrete and continuous variables).Normality tests (Jarque-Bera, Shapiro-Wilk, Shapiro-Francia, Cramer-von Mises, Anderson-Darling, Kolmogorov-Smirnov, D'Agostino's tests).Migration guide for users switching from Analysis ToolPak. Options to emulate Excel Analysis ToolPak results and.Permanent license and free major upgrades during the maintenance period.Standalone spreadsheet with Excel (XLS and XLSX), OpenOffice/LibreOffce Calc (ODS) and text documents support.In the system boot-menu, go to “Advanced” and select booting the previous kernel.Īfter booting the old kernel, run command below to remove Linux 6.0: sudo apt remove linux-headers-6.0.0* linux-modules-6.0.0* linux-image-unsigned-6.0. To restore the previous Kernel, start or restart your machine. To download & install the packages from command line, open terminal (or connect to console) and run the commands below one by one ( for 64-bit only): wget -c Īfter installing the Kernel packages, restart your machine and enjoy! Uninstall: And, install them one by one in the turns below: Select download amd64 packages for modern 64-bit PC/laptop, or armhf/arm64 for ARM devices such as Apple Silicon and Raspberry Pi. For Linux Kernel 6.0, download the packages from the link below: Ubuntu builds the latest Kernel packages via Mainline Kernel PPA. Install it only for testing or certain use. NOTE: Mainline Kernel packages are neither officially supported and nor appropriate for production use. How to Install Linux Kernel 6.0 in Ubuntu: Fix touchpad & keyboard issues after suspend for many TUXEDO laptops.Low-memory mode support for F2FS file system.Support Lenovo ThinkPad X13s Arm laptop.The release also added audio driver for Intel Meteor Lake, AMD Raphael and Jadeite, V3D Direct Rendering Manager (DRM) driver for Raspberry Pi 4, and Intel Software Guard Extensions (SGX) support. PCI support for LoongArch CPU architecture from China and OpenRISC architecture. The new kernel introduced experimental support of Intel’s A750 and A770 graphics card, using i915 DRM kernel driver with “force_probe” option. “ So, as is hopefully clear to everybody, the major version number change is more about me running out of fingers and toes than it is about any big fundamental changes.” Linus Torvalds announced. Linux Kernel 6.0 was released hours ago! Here are the new features and how to install instructions for Ubuntu 22.04.
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