Statistics

Beschreibung

Mindmap am Statistics, erstellt von ldalcala am 28/08/2014.
ldalcala
Mindmap von ldalcala, aktualisiert more than 1 year ago
ldalcala
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Zusammenfassung der Ressource

Statistics
  1. Basic concepts (for examples)
    1. Population
      1. Sample
        1. Identified variable
          1. Type of variable
            1. Data
              1. Parameter
                1. Statistics
                2. Measurement scales
                  1. Nominal: Measurement property. Descriptive, no inherent numerical value. E.g. Gender.
                    1. Ordinal: Identity and magnitude properties. Values have unique valus and an ordered relation between them. E.g. Results from competition.
                      1. Interval: Identity, magnitude and equal intervals properties. Know wether different values are bigger or smaller and how much different they are. E.g. Fahrenheit 50°-60°=40°-50°
                        1. Ratio: Identity, magnitude, equal intervals and minimum value of 0 properties. E.g. Weight of an object. (All properties together.)
                        2. Sampling methods
                          1. Non-probability
                            1. Voluntary: People self-select for the survey. (Web surveys)
                              1. Convenience: Made up of people easy to reach.
                                1. Quota: A defined sample chosen out form a sub-group by the surveyer.
                                2. Probability
                                  1. Systematic: Every possible sample of n elements is not equally likely.
                                    1. Cluster: Clusters are groups randomly created where only individuals within are survyed.
                                      1. Stratified: Population is divided in strata which are the characteristics the surveyer looks for.
                                        1. Simple random:With population N and sample n, all n objects are equally likely to occur. (Lottery)
                                      2. Visual displays of data
                                        1. Displays:
                                          1. Line graphs
                                            1. Circle graphs
                                              1. Bar graphs
                                                1. Stem and leaf
                                                  1. Histogram
                                                  2. Frecuency distribution
                                                    1. Frequency: number of times corresponding item occurs in data set.
                                                      1. Fraction ot percentage of the data set represented by the item.
                                                        1. Grouped frequency distribution: Make each data item will fit only into one class; make all classes the same width; Make sure classes do not overlap; use from 5-12 classes.
                                                      2. Measures of central tendency
                                                        1. Median: (n+1)/2, ordered from least to most.
                                                          1. Mode: Value that occurs most often
                                                            1. Mean: sum of all items between the number of these.
                                                              1. Wieghted mean
                                                              2. Measures of dispersions
                                                                1. Standar deviation
                                                                  1. Range: Greatest value-least value
                                                                    1. Chebyshev's theorem
                                                                      1. Coefficient of variation
                                                                      2. Measures of position
                                                                        1. Z-score: Standar score
                                                                          1. Decile: D1, D2...D1O Quartile: Q1, Q2, Q3, Q4 Percentile: 1% to 100%
                                                                            1. Box plot
                                                                            2. Luis David Alcalá Díaz A01400383
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