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Statistics

Statistics deals with collecting, organizing, and interpreting numerical data. An important aspect of statistics is the analysis of population characteristics inferred from sampling.

36,756 Questions

Explain type one error in the null hypothesis?

See link. My answer goes a bit beyond your question. If the null hypothesis is right (which is our initial assumption is correct), then we should of course accept it. If our data has convinced us to reject the null hypotheis, that is in actuality correct, we have committed a type 1 error. This is a valid definition both in life situation and in statistical hypothesis testing. It is the a question of how much data do you need to convince you to change an opinion (a prior assumption). Type 1 errors are committed when people jump to conclusions based on little data. In situations where it is better to be extra cautious, such as a smoke detector goes off, that we need little data to change our initial opinion (building not on fire), because the harm in a type 1 error is far outweighed by the good if the alternative hypothesis is true (building on fire!). So fire alarm goes off and we leave the building. Type 2 errors is when you need a lot of convincing before you change your opinion, or you fail to reject the null hypothesis (building not on fire) when it is false (alternative hypothesis, building on fire). In the fire, you don't leave until you see more data, ie. flames. Big mistake if there's no time left to leave. The swine flu epidemic offers an excellent example where type 1 errors (false positives) are much preferred over type 2 errors (false negatives). Are Type 2 error consequences worse? No. Suppose you are on trial. You would hope that the jurors would minimize type 1 error as they are suppose to do, at the risk of committing a type 2 error (free a guilty man).

What is the essential concepts of underlying radiation protection?

The essential concepts of underlying radiation protection include time, distance, and shielding. Limiting exposure time to radiation, increasing distance from the radiation source, and using appropriate shielding materials all help reduce the amount of radiation absorbed by individuals and minimize the associated health risks.

What is a parallax measure?

Parallax is an apparent displacement or difference of orientation of an object viewed along two different lines of sight, and is measured by the angle or semi-angle of inclination between those two lines. The term is derived from the Greek παράλλαξις (parallaxis), meaning "alteration". Nearby objects have a larger parallax than more distant objects when observed from different positions, so parallax can be used to determine distances.

See Link for more information.

How does the W boson affect beta radiation?

The W boson is the carrier of the weak force (weak interaction), and the weak force is the "boss" of beta decay. The weak interaction mediates the changes that take place in an atomic nucleus just prior to the emission of a beta particle. Let's look at that. In beta decay, one of two things happens. One is that an up quark in a proton becomes a down quark, and the proton becomes a neutron. The weak interaction mediates this, and a W+ boson appears, then becomes a positron and a neutrino. In the other case, a down quark in a neutron becomes an up quark, and the neutron becomes a proton. The weak interaction mediates this, too, and a W- boson appears, and then becomes an electron and an antineutrino. You can use the links below to learn more.

Who uses Core sample?

Core samples are primarily used by geologists, engineers, and environmental scientists to study the composition and structure of subsurface formations such as rock or sediment. These samples are typically extracted during drilling operations and provide valuable information about the earth's history, resource potential, and environmental conditions.

What is the chemical make up elements of the sun?

hydrogen mainly, but there undergo fission to form helium (which undergo fission as the star approaches supernova producing the heavy elements like carbon)

How many centimeter are in 1 foot?

2.54 centimeters are in one inch, so there are 30.48 centimeters in one foot

What weighs about one hectogram?

Many things are available by the hectogram. A hectogram is about 100 grams which is about 3.527 ounces. A hundred grams is a standard common measurements of weight used in commerce where the metric system is in use.

In the US, packaged goods are commonly sold by the pound or 16 ounces (ie. a pound of peas, beans, cookies, fruit) or a multiple of pounds.

Where the metric system is in use, packages of good are commonly sold by the hectogram. Although that word is generally not used, goods are available in 100 gram amounts or multiples or submultiples of 100 grams. You can get 100 gram package of coffee beans or other kinds of beans or rice.

What four groups the world bank divides the world into?

The World Bank divides countries into four income groups based on Gross National Income (GNI) per capita: low-income, lower-middle-income, upper-middle-income, and high-income countries. Each group represents a range of income levels to help guide development assistance and lending practices.

Atrial repolarization coincides in time with?

the ventricular depolarization, which masks the atrial repolarization wave on the electrocardiogram. This is because the QRS complex is much larger than the atrial repolarization wave and overlaps with it, making it difficult to distinguish on the ECG.

Is X axis the independent variable?

Yes, indeed the X-axis is the independent variable.

And as such, the X-axis is the dependent variable.

ILOLU ANSWERY= dependent

X= independent

the dependent depends on independent variable

What does an auxanometer measure?

An auxanometer measures the growth rate of plants or plant parts by recording changes in length or area over time. It is commonly used in agricultural research and horticulture to monitor plant growth and development.

What is the name for one of the four sections of a graph divided by the x and y axis called?

One of the four sections of a graph divided by the x and y axis is called a quadrant. There are four quadrants in total, numbered I, II, III, and IV, starting in the top-right and moving counter-clockwise.

Where was marble first found?

marble was first found in the Himalayan mountains jk i have no clue:)

How many cc in a pound?

There are approximately 453.59 cubic centimeters (cc) in one pound.

What are some common experimental errors?

Common experimental errors include measurement errors (e.g. incorrect use of instruments or recording data inaccurately), human errors (e.g. misreading instructions or calculations), procedural errors (e.g. not following the experimental procedure accurately), and environmental errors (e.g. fluctuations in temperature or humidity affecting results).

What famed rock is 1396 feet high 2.75 miles long and 25 miles wide?

That would be Uluru, also known as Ayers Rock, located in Australia's Northern Territory. It is a sacred site for the Aboriginal people and is known for its stunning red coloration, especially during sunrise and sunset.

What types of rainfall are there?

The main types of rainfall are convective, frontal, orographic, and cyclonic. Convective rainfall occurs when warm air rises and cools, leading to condensation and precipitation. Frontal rainfall happens when two air masses with different temperatures meet, causing the warm air to rise and cool. Orographic rainfall occurs when moist air is forced to rise over a mountain range, cooling and creating precipitation. Cyclonic rainfall results from the convergence of air masses around a low-pressure system, leading to widespread precipitation.

Can radiation preserve mummies?

Radiation can be used to preserve mummies by killing bacteria and other microorganisms that cause decomposition. In some cases, radiation has been used in the preservation process for mummies, helping to prevent further deterioration.

What is a base isolated building?

A base isolated building is a structure that is designed to have a flexible foundation system to help it withstand the lateral forces generated during an earthquake. This system decouples the building from the ground motion, allowing it to move independently and reduce the impact of the seismic forces on the structure. Base isolation is a common engineering technique used to protect buildings and structures in earthquake-prone areas.

What will be the final velocity if the acceleration of 10 meters per second squared is sustained for 7 seconds?

It will depend upon the initial velocity of the body. If 'u' be the initial velocity of the body, then the final velocity will be:

v = u + at (v = final velocity, a = acceleration, t = time)

i.e., v=u+10*7 = (u + 70) m/sec.

If u=0 (i.e the initial velocity be zero) then final velocity, v=70 m/sec.

How many American pounds is 71 kilos?

Multiply 71 by 2.2 and you will get the answer so its about 170 pounds

People who contributed electricity?

Some important figures who contributed to the development of electricity include Michael Faraday, who discovered electromagnetic induction, Thomas Edison, who invented the first practical light bulb, and Nikola Tesla, who made significant contributions to alternating current (AC) power systems. These individuals played pivotal roles in advancing our understanding and harnessing of electricity for practical applications.

What are the chemical make-up elements on the sun?

The Sun primarily consists of hydrogen (about 74% by mass) and helium (about 24% by mass), with trace amounts of heavier elements such as oxygen, carbon, neon, and iron. The high temperatures and pressures in the Sun's core allow nuclear fusion reactions to occur, converting hydrogen into helium and releasing energy in the form of light and heat.