среда, 25 декабря 2019 г.

Statistics - a branch of knowledge, a science that outlines general issues of collection, measurement, monitoring and analysis of mass statistical (quantitative or qualitative) data


Statistics - a branch of knowledge, a science that outlines general issues of collection, measurement, monitoring and analysis of mass statistical (quantitative or qualitative) data; the study of the quantitative side of mass social phenomena in numerical form.

The word "statistics" comes from the Latin status - the state of affairs. The term "statistics" was introduced into science by the German scientist Gottfried Aachenwall in 1746, proposing to replace the name of the course "State Studies" taught at German universities with "Statistics", thereby laying the foundation for the development of statistics as a science and academic discipline. Despite this, statistical accounting was conducted much earlier: population censuses were conducted in Ancient China, the military potential of states was compared, citizens' property was recorded in Ancient Rome and the like.

Statistics develops a special methodology for research and processing of materials: mass statistical observations, the method of groupings, average values, indices, the balance method, the method of graphic images, cluster, discriminant, factor and component analyzes, optimization and other methods of analyzing statistical data.

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The beginning of statistical practice dates back to around the time the state arose. The first published statistical information can be considered clay tablets of the Sumerian kingdom (III - II millennium BC).

At first, statistics was understood as a description of the economic and political state of a state or its part. For example, the definition refers to 1792: “statistics describe the state of the state at present or at some known moment in the past.” And at present, the activities of state statistical services are well within this definition.

However, gradually the term “statistics” began to be used more widely. According to Napoleon Bonaparte, “statistics are the budget of things” [5]. Thus, statistical methods were found to be useful not only for administrative management, but also for application at the individual enterprise level. According to the wording of 1833, “the purpose of statistics is to present facts in the most concise form” [6]. In the 2nd half of the XIX - early XX centuries, a scientific discipline was formed - mathematical statistics, which is part of mathematics.

In the 20th century, statistics are often considered primarily as an independent scientific discipline. Statistics is a set of methods and principles according to which the collection, analysis, comparison, presentation and interpretation of numerical data is carried out. In 1954, Academician of the Academy of Sciences of the Ukrainian SSR B.V. Gnedenko gave the following definition: “Statistics consists of three sections:

collection of statistical information, that is, information characterizing individual units of any mass aggregates;
a statistical study of the data obtained, which consists in clarifying those patterns that can be established on the basis of mass observation data;
development of methods for statistical observation and analysis of statistical data. " The last section, in fact, is the content of mathematical statistics.
The term "statistics" is used in two more senses. Firstly, in everyday life, “statistics” is often understood as a set of quantitative data about a phenomenon or process. Secondly, statistics call a function of the results of observations, used to evaluate the characteristics and parameters of distributions and test hypotheses.

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The experience of the old navigators was useful to the Carthaginians, both in terms of evolution and maneuvers, and in terms of navigation; they had few cases of applying their practice in battle, since for a long time they had not been opposed by a strong enemy experienced in naval warfare. However, they did not have an innate talent for warfare, especially on a large scale. Tactical skills existed among them, apparently, only in the most general terms. Be that as it may, seafaring experience was undoubtedly of great benefit to them, and the lack of this experience among the Romans caused the great losses that they suffered. But in a tactical sense, they managed to make up for the lack of naval experience with their clear view of the matter and practical acumen.
Success in ramming, which in those days was in general use and decided the fate of battles, was due to the speed of the ships, their agility and the skill of the commander (of course, with the appropriate high command); all these conditions were in favor of the Carthaginians.
Therefore, the Romans decided to use the only advantage they had over the Carthaginians - their legionnaires, the best soldiers in the world. At sea, it could only be used in a boarding battle, and in order to be able, contrary to the generally accepted way of fighting, to proceed to such a battle, they equipped their ships with a device completely unknown until then - boarding bridges. These footbridges bore the strange name of "ravens" (corvi); however, the Romans, apparently, also called them "iron hand" (manus ferrata).
Concerning the construction of these bridges, which Polybius describes rather vaguely, there are disagreements; the most probable is the following: on the bow of the ship, at the same distance from the stem and both sides, there was a vertical column 23 centimeters thick, which protruded 7.75 meters above the deck and in its upper part was equipped with a block through which a thick rope was passed ; the column from below rested against the keel and could rotate around a vertical axis. The boarding bridges themselves consisted of an 11-meter platform, 1.2 meters wide, on which the crossbars were stuffed, and on both sides a wall or railing was arranged to the height of the knees; the inner end of the platform was attached at a height of one step from the deck to a vertical post with a through bolt, on which it could rotate, as if on a hinge; at the height of the block, the rope mentioned above was attached to the platform, with the help of which the platform could be raised and lowered, like a drawbridge. In order to be able to set the platform almost vertically, and also in order to fit snugly against the post, a groove of 32/3 meters in length was made in it; nevertheless, the platform, even when fully raised, retained a somewhat inclined position, so that when the rope was released, it fell of itself; a heavy iron appendage was attached to the outer (upper) end of the platform, which had a wide and thick shape and a ring for tying in its upper part, and a sharp and slightly curved one in the lower part; in a section, this appendage had some resemblance to a crow's beak, which probably gave rise to the name of the whole device "crow".
Before meeting with the enemy, this platform remained raised, and then turned towards the enemy ship: when it collided with it or approached such a distance that the platform could be thrown onto the enemy deck, the rope fell and the platform fell; the "crow's beak" pierced the deck, or at least dug into it so deeply that, thanks to its twisted shape, it held firmly in it. At the same time, two soldiers were rushing across this bridge; the first two held the shields in front of them, and the next pairs put them on the side walls: then hand-to-hand combat began on the enemy ship, in which the Romans had no equal. Who owned the idea of ​​these bridges is unknown, but the success of this invention is associated with the name of Gaius Duilius.

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Typical examples of the early stages of applying statistical methods are described in the Bible, in the Old Testament. There, in particular, the number of warriors in various tribes is given. From a mathematical point of view, it came down to counting the number of occurrences of the values ​​of the observed signs in certain gradations.

Immediately after the emergence of probability theory (Pascal, Fermat, XVII century), probability models began to be used in the processing of statistical data. For example, the frequency of birth of boys and girls was studied, the difference in the probability of giving birth to a boy from 0.5 was established, the reasons for the fact that in Paris shelters this probability was not the same as in Paris itself, and so on were analyzed.

In 1794 (according to other sources - in 1795) the German mathematician Karl Gauss formalized one of the methods of modern mathematical statistics - the least squares method [8]. In the XIX century, the Belgian Quetelet made a significant contribution to the development of practical statistics, based on an analysis of a large number of real data, which showed the stability of relative statistical indicators, such as the proportion of suicides among all deaths [9].

The first third of the 20th century was marked by parametric statistics. We studied methods based on the analysis of data from parametric families of distributions described by curves of the Pearson family. The most popular was normal distribution. To test hypotheses, the criteria of Pearson, Student, Fisher were used. The maximum likelihood method, analysis of variance were proposed, the basic ideas of experiment planning were formulated.

The theory of data analysis developed in the first third of the 20th century is called parametric statistics, since its main object of study is samples from distributions described by one or a small number of parameters. The most common is a family of Pearson curves defined by four parameters. As a rule, it is impossible to indicate any good reasons why the distribution of the results of specific observations should be included in one or another parametric family. The exceptions are well known: if the probabilistic model provides for the summation of independent random variables, then the sum is naturally described by a normal distribution; if, in the model, the product of such quantities is considered, then the result, apparently, is approximated by the lognormal distribution, and so on.
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______________________!!!!!!!!!!!!!!

Statistical methods of data analysis are used in almost all areas of human activity. They are always used when it is necessary to obtain and justify any judgments about a group (objects or subjects) with some internal heterogeneity.

It is advisable to distinguish three types of scientific and applied activities in the field of statistical methods of data analysis (according to the degree of specificity of the methods associated with immersion in specific problems):

a) the development and research of general-purpose methods, without taking into account the specifics of the scope;

b) the development and study of statistical models of real phenomena and processes in accordance with the needs of a particular field of activity;

c) the use of statistical methods and models for the statistical analysis of specific data in solving applied problems, for example, with the aim of conducting sample surveys.
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Applied statistics is the science of how to process data of an arbitrary nature. The mathematical basis of applied statistics and statistical analysis methods is probability theory and mathematical statistics.

A description of the type of data and the mechanism of its generation is the beginning of any statistical study. Both deterministic and probabilistic methods are used to describe the data. Using deterministic methods, only the data available to the researcher can be analyzed. For example, with their help, tables have been obtained calculated by the official state statistics bodies on the basis of statistical reports submitted by enterprises and organizations. It is possible to transfer the obtained results to a wider aggregate; they can be used for prediction and control only on the basis of probabilistic-statistical modeling. Therefore, mathematical methods often include only methods based on probability theory.

In the simplest situation, statistical data are the values ​​of a certain characteristic inherent in the studied objects. Values ​​may be quantitative or may indicate a category to which the object belongs. In the second case, they speak of a qualitative attribute.

When measured by several quantitative or qualitative indicators, we obtain a vector as statistical data about the object. It can be considered as a new kind of data. In this case, the selection consists of a set of vectors. There is a part of coordinates - numbers, and a part - qualitative (categorized) data, then we are talking about a vector of heterogeneous data.

One element of the sample, that is, one dimension, may be the function as a whole. For example, describing the dynamics of an indicator, that is, its change in time, is the patient’s electrocardiogram or the amplitude of the beating of the motor shaft. Or a time series describing the dynamics of indicators of a particular company. Then the selection consists of a set of functions.

Other mathematical objects can also be elements of a sample. For example, binary relations. So, when interviewing experts, they often use ordering (ranking) of objects of expertise - product samples, investment projects, and management decision options. Depending on the rules of expert research, the elements of the sample can be various types of binary relations (ordering, partitioning, tolerance), sets, fuzzy sets, etc.

The mathematical nature of the sample elements in various problems of applied statistics can be very different. However, two classes of statistics can be distinguished - numerical and non-numerical. Accordingly, applied statistics is divided into two parts - numerical statistics and non-numerical statistics.

Numerical statistics are numbers, vectors, functions. They can be added, multiplied by coefficients. Therefore, various numbers are of great importance in numerical statistics. The mathematical apparatus for analyzing the sums of random sample elements is the (classical) laws of large numbers and central limit theorems.

Non-numeric statistics are categorized data, vectors of heterogeneous attributes, binary relationships, sets, fuzzy sets, etc. They cannot be added and multiplied by coefficients. Therefore, it makes no sense to talk about the sums of non-numerical statistics. They are elements of non-numeric mathematical spaces (sets). The mathematical apparatus for the analysis of non-numerical statistical data is based on the use of distances between elements (as well as proximity measures, differences indicators) in such spaces. Using distances, empirical and theoretical averages are determined, the laws of large numbers are proved, non-parametric estimates of the probability distribution density are constructed, the problems of diagnostics and cluster analysis are solved, etc.
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http://fun96285.dbblog.net/7726964/details-fiction-and-fun
http://eduardoahouv.designertoblog.com/7868852/the-best-side-of-europe
http://emilianoplgfk.blogs-service.com/7859362/top-guidelines-of-ski
http://holidays27765.bluxeblog.com/7887142/how-andorra-can-save-you-time-stress-and-money
http://elliotjpqrq.mpeblog.com/1993964/5-easy-facts-about-fun-described
http://garrettzzacd.articlesblogger.com/1966827/the-2-minute-rule-for-andorra
http://felixpvain.arwebo.com/1964510/not-known-details-about-ski
http://andorra00000.blogerus.com/1989841/how-much-you-need-to-expect-you-ll-pay-for-a-good-fun
http://gunneripvyz.bloggin-ads.com/1989512/fun-secrets
http://griffinygkpt.blogpostie.com/1988415/holidays-can-be-fun-for-anyone
http://ricardonpkih.qowap.com/16187821/helping-the-others-realize-the-advantages-of-fun
http://fun95184.blog2learn.com/15842167/how-much-you-need-to-expect-you-ll-pay-for-a-good-fun
http://israelekptv.jiliblog.com/15945442/what-does-ski-mean
http://holidays21098.getblogs.net/7917168/the-5-second-trick-for-andorra
http://reiduciou.dsiblogger.com/7550833/5-simple-techniques-for-andorra
http://brookstyvqj.blogofoto.com/8018853/5-easy-facts-about-fun-described
http://europe99999.timeblog.net/7912063/the-2-minute-rule-for-andorra
http://holidays12222.acidblog.net/8014943/europe-no-further-a-mystery
http://fun95285.aioblogs.com/8089868/ski-for-dummies
http://edwinvrmga.xzblogs.com/7774803/how-much-you-need-to-expect-you-ll-pay-for-a-good-fun
http://ski09777.widblog.com/7958479/the-2-minute-rule-for-ski
http://holidays74063.collectblogs.com/8058709/rumored-buzz-on-holidays
http://fun67666.bloginwi.com/6608370/how-much-you-need-to-expect-you-ll-pay-for-a-good-fun
http://europe76654.blogstival.com/1971103/how-andorra-can-save-you-time-stress-and-money
http://deanrvxac.look4blog.com/6426865/5-easy-facts-about-ski-described
http://manueluzbcc.educationalimpactblog.com/1942605/how-andorra-can-save-you-time-stress-and-money
http://miloawrmj.ivasdesign.com/1942367/5-simple-techniques-for-ski
http://remingtonwyyyy.link4blogs.com/1973001/a-secret-weapon-for-ski
http://holidays09764.designi1.com/1939491/a-secret-weapon-for-ski
http://israelruxae.mybloglicious.com/1972513/the-holidays-diaries
http://ski00000.post-blogs.com/1939830/an-unbiased-view-of-holidays
http://sergiomjezt.review-blogger.com/1889398/the-single-best-strategy-to-use-for-fun
http://ski99877.imblogs.net/6557967/helping-the-others-realize-the-advantages-of-fun
http://spencerwcinr.pages10.com/Top-Guidelines-Of-ski-17265641
http://fun53322.tinyblogging.com/The-Greatest-Guide-To-europe-15918123
http://europe00110.onesmablog.com/Details-Fiction-and-holidays-17612218
There is an opinion that the data of statistical studies are increasingly intentionally distorting or misinterpreting, choosing only those data that are favorable for the leader of a particular study. Misuse of statistics can be either accidental or intentional. Darrell Huff (1954), How to Lie Using Statistics, outlines a number of considerations regarding the use and misuse of statistics. Some authors also review statistical methods used in specific areas (eg, Varna, Lazo, Ramos, and Ritter (2012)). Ways to avoid misinterpretation of statistics include the use of proper design and the elimination of bias in research. Abuse occurs when such conclusions are “ordered” by certain structures that intentionally or unconsciously bring to the selection of biased data or samples. In this case, histograms, as the simplest type of diagram for use and understanding (perception), can be made either using ordinary computer programs or simply drawn [12]. Most people do not try to look for mistakes or are mistaken themselves, and therefore do not see mistakes. Thus, according to the authors, the statistical data, in order to be true, should be “not combed” (that is, reliable data should not look ideal). In order for the statistics obtained to be plausible and accurate, the sample must be representative in general
http://holidays34220.full-design.com/What-Does-ski-Mean--17048496
http://edwiniouyb.ampedpages.com/ski-Fundamentals-Explained-17251606
http://fun56666.blogocial.com/Not-known-Details-About-ski-17218994
http://fun07396.blog5.net/16129966/a-review-of-europe
http://fun44444.thezenweb.com/5-Easy-Facts-About-fun-Described-17807715
http://holidays45442.affiliatblogger.com/15958899/the-best-side-of-europe
http://europe77655.pointblog.net/Top-ski-Secrets-16682274
http://ski86420.blogolize.com/The-2-Minute-Rule-for-andorra-17278876
http://fun45454.diowebhost.com/12668542/how-much-you-need-to-expect-you-ll-pay-for-a-good-europe
http://manueltaglr.bloguetechno.com/fun-Secrets-15845703
http://trevorbytnj.fitnell.com/15996309/andorra-things-to-know-before-you-buy
http://martinmvwin.dbblog.net/7727989/5-easy-facts-about-ski-described
http://hectorekpsw.ezblogz.com/7924943/the-greatest-guide-to-europe
http://mylesadfgi.designertoblog.com/7869900/little-known-facts-about-europe
http://mariootpke.blogs-service.com/7860397/details-fiction-and-holidays
http://holidays43209.mpeblog.com/1994768/how-much-you-need-to-expect-you-ll-pay-for-a-good-fun
http://holidays11000.articlesblogger.com/1967632/what-does-ski-mean
http://ski12222.bluxeblog.com/7888159/top-ski-secrets
http://keegancxsmg.arwebo.com/1965302/top-ski-secrets
http://fun33295.jiliblog.com/15946537/andorra-things-to-know-before-you-buy
http://andorra54321.ampblogs.com/An-Unbiased-View-of-holidays-17943140
http://johnnycxsnh.blogofoto.com/8019895/holidays-can-be-fun-for-anyone
http://collinzvrlg.dsiblogger.com/7551864/a-secret-weapon-for-ski
http://dallasxtojd.qowap.com/16188904/europe-no-further-a-mystery
http://trentonabwrm.blog2learn.com/15843223/rumored-buzz-on-fun
http://europe98877.getblogs.net/7918201/how-andorra-can-save-you-time-stress-and-money
http://andersonxzbbb.bloggin-ads.com/1990321/rumored-buzz-on-holidays
http://andorra76654.collectblogs.com/8059790/the-greatest-guide-to-europe
http://devintokey.timeblog.net/7913138/how-much-you-need-to-expect-you-ll-pay-for-a-good-fun
http://garrettlhrpq.xzblogs.com/7775892/not-known-details-about-ski
http://ski00987.bloginwi.com/6609439/the-2-minute-rule-for-andorra
http://ski99988.blogpostie.com/1989360/ski-for-dummies
http://archercvzrx.aioblogs.com/8091013/5-easy-facts-about-ski-described
http://holidays74062.acidblog.net/8016079/5-easy-facts-about-fun-described
http://fun43222.blogerus.com/1990772/fun-secrets
http://andorra78877.widblog.com/7959617/europe-secrets
http://paxtonxzvox.imblogs.net/6559042/5-simple-techniques-for-ski
http://waylonzvpkf.blogstival.com/1971941/a-secret-weapon-for-ski
http://laneglpsw.look4blog.com/6427976/how-andorra-can-save-you-time-stress-and-money
http://europe48764.designi1.com/1940324/europe-no-further-a-mystery
http://andorra21009.educationalimpactblog.com/1943454/holidays-can-be-fun-for-anyone
http://caidenchhij.ivasdesign.com/1943221/5-easy-facts-about-ski-described
http://martinytnic.link4blogs.com/1973856/the-single-best-strategy-to-use-for-fun
http://andorra29518.mybloglicious.com/1973372/how-andorra-can-save-you-time-stress-and-money
http://travishpbjo.post-blogs.com/1940659/ski-for-dummies
http://andorra18407.review-blogger.com/1890226/the-2-minute-rule-for-andorra
http://codyxbauy.pages10.com/Details-Fiction-and-holidays-17266615
http://laneglptw.ampblogs.com/The-Single-Best-Strategy-To-Use-For-fun-17944035
http://knoxxtnhc.blogocial.com/fun-Secrets-17219966
http://holidays63052.blogolize.com/A-Review-Of-europe-17279866
http://claytondinpt.onesmablog.com/The-best-Side-of-andorra-17613182
http://holidays22110.bloguetechno.com/The-5-Second-Trick-For-andorra-15846674
http://ski73062.pointblog.net/Helping-The-others-Realize-The-Advantages-Of-fun-16683286
http://holidays10981.full-design.com/New-Step-by-Step-Map-For-europe-17049510
http://holidays96284.thezenweb.com/How-Much-You-Need-To-Expect-You-ll-Pay-For-A-Good-fun-17808759
http://manuelavqoq.blog5.net/16131152/how-much-you-need-to-expect-you-ll-pay-for-a-good-europe
http://ski01110.tinyblogging.com/5-Easy-Facts-About-fun-Described-15919179
http://holidays85184.ampedpages.com/How-Much-You-Need-To-Expect-You-ll-Pay-For-A-Good-europe-17252651
http://fun66666.affiliatblogger.com/15960060/ski-for-dummies
http://ski77876.diowebhost.com/12669689/the-2-minute-rule-for-ski
http://trevorsaglp.fitnell.com/15997457/the-5-second-trick-for-fun
http://louiszytoh.dbblog.net/7729050/5-simple-techniques-for-ski
http://andorra88876.ezblogz.com/7926015/europe-for-dummies
http://holidays77776.designertoblog.com/7870978/ski-fundamentals-explained
http://fun55568.blogs-service.com/7861479/rumored-buzz-on-andorra
http://andorra18417.mpeblog.com/1995561/rumored-buzz-on-holidays
http://louisimnqs.bluxeblog.com/7889223/how-much-you-need-to-expect-you-ll-pay-for-a-good-fun
http://angelornjdx.articlesblogger.com/1968408/details-fiction-and-fun
http://zanderpxdim.arwebo.com/1966080/the-5-second-trick-for-andorra
http://ski30639.blogerus.com/1991422/the-greatest-guide-to-europe
http://andorra10666.bloggin-ads.com/1991113/details-fiction-and-holidays
http://europe63543.blogpostie.com/1990031/rumored-buzz-on-andorra
http://fun32211.blog2learn.com/15844349/how-much-you-need-to-expect-you-ll-pay-for-a-good-fun
http://andorra77877.qowap.com/16189998/rumored-buzz-on-fun
http://finnyfmle.jiliblog.com/15947668/holidays-can-be-fun-for-anyone
http://andorra29184.getblogs.net/7919222/5-tips-about-fun-you-can-use-today
http://deanjfavp.dsiblogger.com/7552883/rumored-buzz-on-andorra
http://collinawqle.blogofoto.com/8020980/the-greatest-guide-to-europe
http://ski98654.timeblog.net/7914106/the-best-side-of-fun
http://europe76543.acidblog.net/8017034/how-much-you-need-to-expect-you-ll-pay-for-a-good-europe
http://ski74073.aioblogs.com/8091989/the-single-best-strategy-to-use-for-fun
http://holidays45445.xzblogs.com/7776852/the-best-side-of-fun
http://andorra77642.widblog.com/7960568/a-secret-weapon-for-ski
http://europe42984.collectblogs.com/8060794/the-holidays-diaries
http://europe39628.bloginwi.com/6610378/how-much-you-need-to-expect-you-ll-pay-for-a-good-europe
http://stephenfmrvz.imblogs.net/6559941/how-much-you-need-to-expect-you-ll-pay-for-a-good-fun
http://europe51866.look4blog.com/6428896/ski-for-dummies
http://fun55666.blogstival.com/1972698/not-known-details-about-ski
http://danterxade.designi1.com/1941073/5-tips-about-fun-you-can-use-today
http://ski99997.link4blogs.com/1974599/what-does-ski-mean
http://fun22109.educationalimpactblog.com/1944212/5-tips-about-fun-you-can-use-today
http://andorra91122.ivasdesign.com/1943986/details-fiction-and-holidays
http://andorra18417.mybloglicious.com/1974120/how-much-you-need-to-expect-you-ll-pay-for-a-good-europe
http://ski62951.post-blogs.com/1941408/how-much-you-need-to-expect-you-ll-pay-for-a-good-fun
http://gregorywupke.review-blogger.com/1890960/5-easy-facts-about-ski-described
http://ski62951.blogdon.net/an-unbiased-view-of-holidays-8335602
http://holidays45555.amoblog.com/rumored-buzz-on-fun-10777871
http://europe00000.blogprodesign.com/1988417/rumored-buzz-on-fun


http://interesobo.blogspot.com/2018/08/all-andorra.html
https://www.livelib.ru/reader/GoldtoothScriveners
http://strannik-otel.ru/users/allandorra
http://communiware.org/202324
https://www.facebook.com/notes/%D0%B2%D0%B0%D0%BB%D0%B5%D0%BD%D1%82%D0%B8%D0%BD-%D1%84%D0%B5%D0%B4%D0%BE%D1%80%D0%BE%D0%B2%D0%B8%D1%87/%D0%B8%D0%BD%D1%82%D0%B5%D1%80%D0%BD%D0%B5%D1%82-%D0%BF%D0%BE%D1%80%D1%82%D0%B0%D0%BB-all-andorracom-%D0%BF%D0%BE%D1%81%D0%B2%D1%8F%D1%89%D0%B5%D0%BD-%D0%B0%D0%BD%D0%B4%D0%BE%D1%80%D1%80%D0%B5/158811368344299/
http://www.elrussia.ru/805165
For almost fifteen years of working with Internet sources of statistics, I have not met a single "complete database of statistical studies." In addition to the mentioned method of searching for statistical data - through links from articles - I can offer such resources. For Russia, this is the site of Rosstat gks.ru. This is perhaps the most extensive open repository of statistical information in Russia. On this page of the Rosstat website gks.ru there are links to similar services in other countries. And here gks.ru - links to large international organizations, the sites of which also have statistical databases. But already about the world as a whole or in cross-country comparisons.

Perhaps something interesting for you is on the website of the Higher School of Economics: in the Unified Archive of Economic and Sociological Data hse.ru and in Monitoring Studies hse.ru
http://g-l-memorial.ice.ru/805201
http://vkmonline.com/blogs/post/844081
http://www.agroskin.ru/805202
http://www.moda.ru/content/id/38766/50674/

http://forums.ulyanovskcity.ru/index.php?/blogs/entry/547-%D1%81%D0%B0%D0%B9%D1%82-all-andorracom-%D0%BF%D0%BE%D1%81%D0%B2%D1%8F%D1%89%D0%B5%D0%BD-%D0%B0%D0%BD%D0%B4%D0%BE%D1%80%D1%80%D0%B5/
http://libertarium.ru/805149
http://ke.kz/blogs/interesnoajjuty/portal-allandorracom-posvyashchen-andorre.php
http://prompolit.ru/805203

https://www.cossa.ru/profile/?ID=144382
http://fotokto.ru/blogs/internet-portal-all-andorracom-posvyashhaetsya-andorre-34729.html
https://subscribe.ru/author/24789797

http://japanese.ru/202349
http://www.intercon-intellect.ru/club/user/35019/?gdhtml=HTML_AREA%401719832281
https://allhockey.ru/forum/blog/allandorra/
http://levenchuk.ru/805209


http://worldcrisis.ru/crisis/allandorra

http://openmeta.org/805213
http://night-shadows.org/forum/member.php?u=18129&vmid=2023#vmessage2023
http://dnevniki.ykt.ru/realtslfrd/1110694

https://my.mail.ru/mail/bestallorder/multipost/d50b00003ad21801.html
https://dev.1c-bitrix.ru/community/blogs/user/2414271.php

https://www.liveinternet.ru/users/bestallorder/post439426215/

https://www.youtube.com/watch?v=fjkEeyZvfCE&feature=youtu.be

https://www.4shared.com/video/2MZC3UUCda/Andorra_Travel_Guide.html
https://www.flickr.com/photos/161609684@N07/42341080740/in/dateposted-public/
https://www.reverbnation.com/artist/video/15769466
http://www.screencast.com/t/pjGvFGcq
http://kortneystream.soup.io/post/662902400/https-all-andorra-com-travel-guide-Andorra

http://www.myvidster.com/video/152219904/Andorra_Travel_Guide
https://www.dailymotion.com/video/x6samvv
https://sebastiannorton1309me.tumblr.com/post/177194718998/andorra-travel-guide
https://www.dropshots.com/elizabethmartin1309/date/2018-08-20/04:49:17
https://www.storeboard.com/elizabethmartin /videos/andorra-travel-guide/265392
http://www.mefeedia.com/watch/70885559
http://www.popscreen.com/v/9zhX8/Andorra-Travel-Guide#mainContent
http://www.video-bookmark.com/watch/4265454/andorra-travel-guide/
https://streamable.com/gj3ol
http://www.pearltrees.com/elizabethmartin3/item231074575
https://visual.ly/community/Videos/travel/andorra-travel-guide
https://telegra.ph/Andorra-Travel-Guide-08-20
http://sendvid.com/tty1a75v

https://www.tripoto.com/trip/hotel-trip-from-andorra-which-one-to-take-5b8963e8ac3e8

https://subscribe.ru/group/zhenskie-dela/15137444/
https://subscribe.ru/group/radosti-zhizni/15137468/
https://subscribe.ru/group/sekretyi-deneg/15137473/
https://subscribe.ru/group/kak-sdelat-sdelaj-sam/15137505/
https://subscribe.ru/group/vse-v-tvoih-rukah/15137491/
https://subscribe.ru/group/ultra-ledi/15137463/
https://subscribe.ru/group/vse-dlya-vseh/15137482/
https://subscribe.ru/group/domashnij-uyut/15137464/
https://subscribe.ru/group/mir-biznesa/15137471/
https://subscribe.ru/group/stena-besplatnyih-obyavlenij/15137455/


http://123.posrednikoff.net/vsyo-samoe-interesnoe-ob-andorre-nebolshom-evropejskom-gosudarstve.html
http://a-bcd.ru/press/147568/
http://b-stringer.ru/vsyo-samoe-interesnoe-ob-andorre-nebolshom-evropejskom-gosudarstve/
http://e-kom.ru/static/1/feed-39611.html
http://erapiara.ru/vsyo-samoe-interesnoe-ob-andorre-nebolshom-evropejskom-gosudarstve/

http://ke.kz/blogs/zapiski/vsye-samoe-interesnoe-ob-andorre-nebolshom-evropeyskom-gosudarstve.php


http://literia.ru/canonical/1/45682/feeds.html


http://mlada.ru/club/user/1178/blog/72221/


http://news-poster.ru/vsyo-samoe-interesnoe-ob-andorre-nebolshom-evropejskom-gosudarstve/
http://ok-avto.ru/blogs/zapiski/vsye-samoe-interesnoe-ob-andorre-nebolshom-evropeyskom-gosudarstve.php
http://pbprog.ru/club/user/102644/blog/2438/
http://potrebiteli.ru/account/fokinpr/blog/vsyo-samoe-interesnoe-ob-andorre---nebolshom-evrop
http://rossbiz.ru/home/164029
http://rostovprotivspida.ru/blogs/zapiski/vsye-samoe-interesnoe-ob-andorre-nebolshom-evropeyskom-gosudarstve.php
http://smi2go.ru/publications/103597/
http://takiskazala.ru/razgovory/4317.html
http://vetonet.ru/blogs/zapiski/vsyo-samoe-interesnoe-ob-andorre-nebolshom-evropeiskom-gosudarstve.html

http://voozl.com/material/vsyo-samoe-ob-andorre-nebolshom
http://vsevteme.ru/network/2007/2018/09/10/vsyo-samoe-interesnoe-ob-andorre-nebolshom-evropeyskom-gosudarstve
http://www.biznesinfo.ru/news/34009.html

http://www.freeaway.ru/ls_test_dir/blog/1286.html
http://www.izobilnyi.ru/blogs/zapiski/vsye-samoe-interesnoe-ob-andorre-nebolshom-evropeyskom-gosudarstve.php
http://www.kolobkov.net/fokinpr/3043/vsyo-samoe-interesnoe-ob-andorre-nebolshom-evropejskom-gosudarstve.html
http://www.media-bloom.ru/vsyo-samoe-interesnoe-ob-andorre-nebolshom-evropejskom-gosudarstve/

http://www.moda.ru/content/id/38299/51121/Vsyo+samoe+interesnoe+ob+Andorre+%E2%80%93+nebolshom+evropeyskom+gosudarstve

http://www.mylot.su/blog/1024


http://www.prtime.ru/2018/09/10/vse-samoe-interesnoe-ob-an.html

http://www.sib.ru/blogs/zapiski/vsye-samoe-interesnoe-ob-andorre-nebolshom-evropeyskom-gosudarstve.php
http://www.sitebs.ru/blogs/40234.html


http://www.zamnoy.com/blogs/fokin/272264155/2018-09-10/vsjo_samoe_interesnoe_ob_andorre
https://123ru.net/moscow/164831351/

https://fokin-pr.n4.biz/news/-/news/view_single_news/84850557_Всё-самое-интересное-об-Андорре-–-небольшом-европейском-государстве
https://pr.adcontext.net/18/09/10/282301
https://pressuha.ru/release/580359-vse-samoe-interesnoe-ob-andorre-nebolshom-evropeyskom-gosudarstve.html
https://re-port.ru/pressreleases/vsyo_samoe_interesnoe_ob_andorre__nebolshom_evropeiskom_gosudarstve/

https://www.biz-club.ru/releases/vsyo-samoe-interesnoe-ob-andorre-nebolshom-evropejskom-gosudarstve/
https://www.kiwibox.com/fokinpr/blog/entry/145677365/


https://mondaynote.com/beware-of-airbnb-entering-the-hyperlocal-travel-guide-business-9a0fbca17a09
https://chatbotslife.com/whatsapp-for-business-a-beginners-guide-bots-4a98ac93f4c
https://entrepreneurs.maqtoob.com/hey-budding-entrepreneur-here-are-3-useful-business-books-to-guide-your-work-1bb418a0c10
https://medium.com/startupsco/the-startups-co-guide-setting-business-goals-7bcec7b6ab33
https://blog.markgrowth.com/the-boring-business-guide-to-marketing-17b55bcb5ec3


http://www.qcdc.org/members/markcellar33/activity/364547/
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A science that processes and studies quantitative indicators of the development of social production and society, their relationships and changes inextricably linked with their qualitative content. Statistics should not give arbitrary columns of numbers, but digital coverage of the various social types of the phenomenon under study that have been fully outlined or outlined by life. Lenin, working day and working year in the Moscow province.

2. Quantitative accounting in sm. areas of national economy, public life carried out by the methods of this science, as well as data from this account. Railway statistics. Agricultural statistics. Fertility statistics. □ Here [in Ilimsk] he wrote most of his writings; many of them relate to the statistics of Siberia. Pushkin, Alexander Radishchev. Swedes love precision. They have excellent statistics. Fish, Scandinavia in three persons.

3. The scientific method of quantitative research, used in a number of sciences. Star statistics can answer the question: how many stars in the sky. Ivanovsky, Roads to the stars.


Mathematical statistics is a section of mathematics devoted to methods of systematizing and using quantitative data, quantitative indicators of smth. for scientific and practical conclusions.