Teacher: Mykola Shykula, shykula@kth.se
NOTICE! Short summary are in L1-L15, more details and slightly higher level are in O1-O15.

Lecture	Content	Chapters in textbook
O1 L1 (29/8) notes2021	Lecture 1: Descriptive statistics: Histograms, location and dispersion measures. Basic probability theory (Basic concepts, set theory, the axioms of Kolmogorov, constuction of a probability measure, combinatorics). In Ch 2.7, the first three paragraphs for notations.	1.1-1.2, 11.1-11.4, 2.1-2.4, and 2.7
O2 L2 (31/8) notes2021	L2: Basic probability theory (Combinatorics, conditional probability, independent events)	2.5-2.7
O3 L3 (1/9) notes2021	L3: Random variables. (Discrete and continuous random variables. Examples of distributions).	3.1-3.7
O4, O5 L4 (7/9) notes2021	L4: Multidimensional random variables. Functions of random variables.	4.1-4.5, 5.1-5.4
O6 L5 (8/9) notes2021	L5: Expectation and variance. The law of large numbers.	6, 7.1-7.3
O7 L6 (12/9) notes2021	L6: Normal distribution. Central limit theorem.	8.1-8.6
O8 L7 (14/9) notes2021	L7: Binomial distribution, Poisson distribution and hypergeometric distribution. Approximations.	9.1-9.4
O9 O10 L8 (19/9) notes2021	L8: Point estimation. Method of Maximum likelihood and least squares.	10.2-10.4, 12.2-12.8
O11 L9 (21/9) notes2021	L9: Confidence intervals	13.1-13.4
O12 L10 (27/9) and (28/9) notes2021	L10: Confidence intervals continued	13.4 (d)-13.6
O13 L11 (4/10) notes2021	L11: Intro to hypothesis testing.	14.1-14.4
L12 (5/10) notes2021	L12: Hypothesis testing continued. L13: Simple linear regression. Multiple linear regression.	14.5-14.6, 15.2-15.4
O14/L14 (11/10) notes2021	L14: Hypothesis testing, power of the test, observed significance level. Example.	14.3 and 14.5
L13 O15 (13/10) notes2021	L15: Chi-square test. More about hypothesis testing. Repetition.	14.7(b) & Hometask: Exam 1910
	Practicing on old exams.	TODO at home: old exams + ExWithSolutions