統計學 | Statistics |
元素 | Elements |
觀察值 | Observation |
變數 | Variable |
母體 | Population |
樣本 | Sample |
質量資料 | Qualitative data |
數量資料 | Quantitative data |
資料分析 | Data analysis |
統計表 | Statistical table |
統計圖 | Statistical chart |
圓餅圖 | Pie chart |
莖葉圖 | Stem-and-leaf display |
盒鬚圖 | Box plot |
直方圖 | Histogram |
長條圖 | Bar Chart |
次數多邊圖 | Polygon |
肩形圖 | Ogive |
累積頻率分布 | Cumulative frequency distribution |
累積相對頻率分布 | Cumulative relative frequency distribution |
累積百分頻率分布 | Cumulative percent frequency distribution |
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敘述統計學 | Descriptive statistics |
平均數 | Mean |
中位數 | Median |
加權平均 | Weighted mean |
眾數 | Mode |
變異數 | Variance |
標準差 | Standard deviation |
共變異數矩陣 | Covariance matrix |
四分位 | Quartiles |
四分位距 | Interquartile range (IQR) |
百分位 | Percentile |
百分頻率分布 | Percent frequency distribution |
柴比雪夫定理 | Chebyshev's theorem |
變異係數 | Coefficient of variation |
相關係數 | Correlation coefficient |
交叉列表 | Crosstabulation |
共變異數 | Covariance |
經驗法則 | Empirical rule |
探索性資料分析 | Exploratory data analysis |
頻率分布 | Frequency distribution |
群組資料 | Grouped data |
離群值 | Outlier |
全距 | Range |
相對頻率分布 | Relative frequency distribution |
貝氏定理 | Bayes' theorem |
二項式實驗 | Binomial experiment |
機率 | Probability |
古典機率法 | Classical method |
樣本空間 | Sample space |
樣本點 | Sample point |
事件 | Event |
期望值 | Expectation |
實驗 | Experiment |
A的補集 | Complement of event A |
A與B的交集 | Interaction of A and B |
A與B的聯集 | Union of events A and B |
事後機率 | Posterior probabilities |
事前機率 | Prior probabilities |
獨立事件 | Independent events |
不相交事件 | Mutually exclusive events |
條件機率 | Conditional probability |
相對頻率法 | Relative frequency method |
樹形圖 | Tree diagram |
變異數(隨機變數) | Variance (random variable) |
標準差(隨機變數) | Standard deviation (random variable) |
Venn圖表 | Venn diagram |
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推論統計學 | Inferential statistics |
點估計 | Point estimation |
區間估計 | Interval estimation |
信賴區間 | Confidence interval |
信賴係數 | Confidence coefficient |
信賴水準 | Confidence level |
區間估計 | Interval estimate |
顯著水準 | Level of significance (confidence interval) |
邊際誤差 | Margin of error |
t分布 | t distribution |
統計假設檢定 | Testing statistical hypothesis |
對立假設 | Alternative hypothesis |
關鍵值 | Critical value |
虛無假設 | Null hypothesis |
單邊檢定 | One-tailed test |
雙邊檢定 | Two-tailed test |
P 值 | p-value |
型Ⅰ誤差 | Type I error |
型Ⅱ誤差 | Type II error |
列聯表 | Contingency table |
獨立樣本 | Independent samples |
成對樣本 | Matched samples |
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抽樣調查 | Sampling survey |
中央極限定理 | Central limit theorem |
有限母體 | Finite population |
無窮母體 | Infinite population |
普查 | Census |
抽樣 | Sampling |
抽樣分布 | Sampling distribution |
信度 | Reliability |
效度 | Validity |
不可置換抽樣 | Sampling without replacement |
可置換抽樣 | Sampling with replacement |
抽樣誤差 | Sampling error |
非抽樣誤差 | Non-sampling error |
隨機抽樣 | Random sampling |
簡單隨機抽樣法 | Simple random sampling |
分層抽樣法 | Stratified sampling |
群集抽樣法 | Cluster sampling |
系統抽樣法 | Systematic sampling |
兩段隨機抽樣法 | Two-stage random sampling |
便利抽樣 | Convenience sampling |
配額抽樣 | Quota sampling |
雪球抽樣 | Snowball sampling |
標準誤 | Standard error |
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無母數統計 | Nonparametric statistics |
等級檢定 | The sign test |
Spearman等級相關檢定 | Spearmann’s rank correlation test |
魏克森訊號等級檢定 | Wilcoxon signed rank tests |
魏克森等級和檢定 | Wilcoxon rank sum tests |
Mann-Witeney 檢定 | Mann-Witeney tests |
Kruskal-Wallis 檢定 | Kruskal-Wallis tests |
連檢定法 | Run test |
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機率密度函數 | Probability density function |
機率分布 | Probability distribution |
機率函數 | Probability function |
隨機變數 | Random variable |
離散隨機變數 | Discrete random variable |
離散的均勻密度 | Discrete uniform densities |
二項密度 | Binomial densities |
二項式機率分布 | Binomial probability distribution |
超幾何密度 | Hypergeometric densities |
超幾何分布 | Hypergeometric probability distribution |
卜松密度 | Poisson densities |
卜松機率分布 | Poisson probability distribution |
幾何密度 | Geometric densities |
負二項密度 | Negative binomial densities |
連續隨機變數 | Continuous random variable |
連續均勻密度 | Continuous uniform densities |
均勻機率分布 | Uniform probability distribution (discrete) |
常態密度 | Normal densities |
正態機率分布 | Normal probability distribution |
標準正態機率分布 | Standard normal probability distribution |
指數密度 | Exponential densities |
指數機率分布 | Exponential probability distribution |
伽瑪密度 | Gamma densities |
貝他密度 | Beta densities |
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決定係數 | Coefficient of determination |
因變數 | Dependent variable |
自變數 | Independent variable |
最小平方法 | Least squares method |
均方誤差 | Mean square error |
預測信賴估計 | Prediction interval estimate |
迴歸分析 | Regression analysis |
殘差 | Residual |
簡單線性迴歸 | Simple linear regression |
多重迴歸 | Multiple regression |
變異數分析 | Analysis of variance |
變異數分析表 | ANOVA table |
多變量分析 | Multivariate analysis |
主因子分析 | Principal components |
區別分析 | Discrimination analysis |
群集分析 | Cluster analysis |
因素分析 | Factor analysis |
決策理論 | Decision theory |
羅吉斯迴歸 | Logistic regression |
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存活分析 | Survival analysis |
時間序列資料 | Time series data |
時間序列分析 | Time series analysis |
線性模式 | Linear models |
品質工程 | Quality engineering |
機率論 | Probability theory |
統計計算 | Statistical computing |
統計推論 | Statistical inference |
隨機過程 | Stochastic processes |
決策理論 | Decision theory |
離散分析 | Discrete analysis |
數理統計 | Mathematical statistics |
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