Ufafanuzi na EDA
72 mbinu katika familia hii.
Zilizoangaziwa
Boxplot Iliyorekebishwa kwa Usambazaji Wenye UpotofuThe Adjusted Boxplot is a robust descriptive tool introduced by Hubert and Vandervieren (2008) that corrects the classical IQR-based boxplot for skewness using the medcouple statisChati za Kudhibiti Sifa (p, np, c, u)Attributes control charts extend Shewhart's framework to count and proportion data — quality characteristics that are classified rather than measured. The p- and np-charts monitor Uchambuzi wa Ulinganifu wa Mbinu za Bland-AltmanThe Bland-Altman analysis is a graphical and statistical technique for assessing agreement between two measurement methods applied to the same subjects. Introduced by J. Martin BlaUchambuzi wa Sehemu ya KuvunjikaBreakdown point analysis quantifies the fraction of outliers an estimator can tolerate before it produces meaningless results. Formalised by Hampel (1971) and Donoho and Huber (198Utambuzi wa Sehemu-ya-Mabadiliko (PELT)Change-Point Detection identifies time points at which the statistical properties of a sequence — such as mean, variance, or distribution — shift abruptly. The Pruned Exact Linear Uchanganuzi wa MakundiCluster analysis is a family of unsupervised multivariate techniques that partition a set of objects or observations into internally homogeneous, mutually distinct groups — cluster
Njia ya usomaji
Mbinu za msingi zinazorejelewa zaidi za mada hii, kwa mpangilio zilivyobuniwa — mahali pa kuanzia ikiwa wewe ni mgeni hapa.
Mbinu zote 72
Boxplot Iliyorekebishwa kwa Usambazaji Wenye UpotofuChati za Kudhibiti Sifa (p, np, c, u)Uchambuzi wa Ulinganifu wa Mbinu za Bland-AltmanUchambuzi wa Sehemu ya KuvunjikaUtambuzi wa Sehemu-ya-Mabadiliko (PELT)Uchanganuzi wa MakundiMakosa Sanifu Yanayojali Makundi (Cluster-Robust Standard Errors)Uchanganuzi wa Data za Kiundombinu (CoDA)Kipindi cha KujiaminiUchambuzi wa Tofauti ZilizopangwaUchanganuzi wa Mseto wa TabulasiChati ya Udhibiti wa CUSUMTakwimu ElekeziUkubwa wa Athari (Effect Size)Effect size analysisKipimo cha Ekuivadientsi (TOSTChati ya Udhibiti ya EWMAFleiss' Kappa kwa Makubaliano ya Waamuzi WengiJaribio la Fligner-Killeen la Usawa wa TofautiUchanganuzi wa MarudioMuundo wa kizuizi kwa data ya hesabuUthabiti wa Msongamano wa Kiini na Upimaji wa Usambazaji (KDE)Jaribio la Levene na Brown-Forsythe la Usawa wa VigezoKipimo cha Lilliefors cha UhalaliUthabiti wa Kiwango cha Thamani ya Kati ya Upotofu kamili (MAD)Uthibitisho wa Kiwango cha Juu ZaidiChati ya MCUSUMChati ya MEWMAMbinu za Data Zilizokosekana: MCAR, MAR, na MNARUchanganuzi wa Madhihirisho ya UpatanishoKipimo cha Median cha MoodTatizo la Linganisho NyingiUchambuzi wa Regresheni nyingiUpimaji wa Hipothesi sifuriP-Value na Umuhimu wa KimahesabuKipimo cha L cha Page kwa Mbadala zilizoamriwaRamani ya Utambuzi na UpendeleoUchambuzi wa NguvuUchambuzi wa Nguvu kwa Majaribio ya UwianoUchambuzi wa Uwezo wa Mchakato (Cp, Cpk)Kipimo cha idadi-mbili cha zUpendeleo wa UchapishajiUchanganuzi Imara wa Nguzo (TCLUST)Uchanganuzi thabiti wa pamojaUthabiti wa Makadirio ya Kovariansi (MCD)Takwimu Elekezi ImaraUchambuzi Imara wa Ukubwa wa AthariUchanganuzi Imara wa MarudioUchanganuzi wa Kijamii wa Ukuaji wa Kijamii (Robust Hierarchical Clustering)Ukusanyaji wa K-means ImaraUmbali Imara wa MahalanobisUchambuzi Imara wa UpatanishiUchambuzi Imara wa Upatanishi UliodhibitiwaRobust PCAUchanganuzi wa Nguvu ImaraUchambuzi Imara wa ROCUchambuzi wa ROC (Receiver Operating Characteristic)Jaribio la Migongano la Wald-WolfowitzUsikivu na UboraUchanganuzi Mfuatano (Muundo Mfuatano wa Kikundi)Kipimo cha Usawa cha Shapiro-WilkChati ya Udhibiti wa Vigezo vya Shewhart (X-bar / R)Uchanganuzi wa nguvu kulingana na uhuishaji (Nguvu ya Monte Carlo)Vipimo thabiti vya Sn na Qn vya kiwango (mtawanyiko)D ya SomersNguvu ya Takwimu na Ukubwa wa SampuliKipimo cha ThurstoneKipimo cha Kolmogorov-Smirnov cha Sampuli MbiliMakosa ya Aina ya I na Aina ya IIKielelezo cha KukunjaKipimo cha Alama za Kawaida za Van der WaerdenUthabiti wa Winsor