Mogic considers

Beyond Normalizing Business Arrays

There is a cause, there is a result, it is easy to understand.

Three causes, with shading effects on the results, are difficult to understand.

If there are more than ten causes, and if the first cause produces an intermediate result and then reacts in a chain reaction with other causes, it becomes very difficult to scrutinize.

The reason I made this a lengthy article is because I thought that the more factors there are, the more difficult it would be to identify the cause of the result.

However, multivariate analysis, which combines many factors in a model, sensitivity analysis, which simulates the blurring range by manipulating many factors this way and that, and others.

When we look at the business scene to apply these factors, there are still many, too many factors to be included.

I was doing some detailed research on multivariate analysis to see if I could improve the view even if there were many factors, and I found an application that I thought would be a good match for the logic of generative AI.

So, let's start with an overview of multivariate analysis

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Multivariate Analysis
h ttps:// w.wiki/Dvsp

Multivariate analysis (English: multivariate analysis) is a method of summarizing the characteristics of multivariate data. Data summarization simplifies the characteristics of data and makes them easier to analyze.

Multiple Regression Analysis, Principal Component Analysis, Independent Component Analysis, Factor Analysis, Discriminant Analysis, Quantification Theory (Class I, II, III, IV), Cluster Analysis, Conjoint Analysis, Multidimensional Scaling (MDS).
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Then, as an example of application to reality, let's look at the methods of human geography.

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In human geography, multivariate analysis is an important technique in regional analysis.

Since the late 1950s, multivariate analysis has been used in the development of theories of econometrics.

In human geography, multiple regression analysis is used to determine connectivity among regions, principal component analysis is used to analyze the internal structure of cities, and factor ecological analysis and regional classification of isogenic and functional regions are conducted through factor and cluster analysis.

When performing multivariate analysis in a regional analysis, a geographic matrix is first created.

An attribute matrix would be created for setting up an isogenous region, and an interaction matrix for setting up a functional region, and then multivariate analysis would be performed.

[Supplemental] Geographic Matrix https://w.wiki/DvvB
Berry (1964) takes attributes in the rows and regions in the columns, and the geographic event for the region in question is displayed at the intersection of each row and column (the matrix component). This allows all attributes for all regions to be displayed as a matrix.
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Geography matrices, or matrices of "attributes" and "regions" in geography, are used to prep the calculation.

The idea was that if we could construct a business array with components such as "job type" and "activity," then multivariate analysis via AI might yield useful insights.

What kind of future landscape can be seen beyond such thought experiments?

Yes, the first thing that comes to mind is the vast array of business that can be collected in real time on a global basis, both by the company itself and by other companies.

Arithmetic operations using business arrays too grand for people to handle determine their position on the economic board and make them choose their actions.

Unfortunately, the logic is quickly propagated, imitated, and used by everyone in the blink of an eye.

If this is the case, the greatest risk is that they will converge as similar firms by blindly trusting in the same big and small logic.

At the end of the day, the selection of strategies may be the same as at present, regardless of whether they involve large amounts of computation or not, or conversely, they may aim for decisive excellence by finding the most microscopic differences.

If the mind has such a transcription enzyme.

I thought I would write once in a while, and this time I will try to write about something like the art of work.

Hmmm, work technique, if it is based, is a sense of "it's a hassle".

"If this work is the same a year from now, it's going to be a hassle.
I can't work harder than anyone else.
I can't think of sacrificing the present for the future.

When I write this, I feel like I am being branded as someone who is unmotivated.

But from a different angle, I am motivated.

"This work and that work are similar, so it might be fun to share a common foundation."
"If it's doing what I expected, then maybe Yomi is getting more accurate."
"Is there any way to make it fun today and fun tomorrow and the day after that?"

In other words, how can I make the time meaningful to me? I am eagerly thinking about it.

A laborious job, a job you don't want to do, a simple, repetitive job.

I would like to cultivate the ability to find meaning in this.

Communication, facilitation and management skills.

As soon as I write this, I feel unmotivated and cumbersome.

So, I'm going to rewrite it in my own way.

The power of wasted excitement, the power of irrepressible small talk, the power of glancing sideways.

Transcribe from what is "meaningful" from a business perspective to what is "meaningful" from a personal perspective.

I am wondering if there is such a transcription enzyme in the mind to translate from DNA strand to protein, it could do the job well.

Bridge to volatility.

In this issue, we will consider "productivity" for a moment as an April-like theme.

Although the term is used casually, let's start with a definition.

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Productivity
h ttps:// w.wiki/7cYh

Productivity in economics is the contribution of factors of production (labor, capital, etc.) to economic policy, or the degree of efficiency in producing value added from resources.

It is defined by the following equation

Productivity = output / input

In other words, the more output (output) from less input (input), the more productive the relationship is.

abbreviation

Productivity is an important factor in the production performance of a company or country.

Increasing a country's productivity leads to higher living standards. This is because an increase in real income improves people's ability to purchase goods such as goods and services, enjoy leisure time, improve housing and education, and contribute to social and environmental programs.
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We will create goods and services in large quantities.

I feel that this is not necessarily the only way to be productive.

If the buyer does not want to buy the goods, an excessive amount of inventory will accumulate, and if it is a service, invisible sunk costs (costs that cannot be recovered) will be precipitated.

Taking these factors into account, high productivity in a somewhat deviant sense means "more products are produced with fewer resources in the shortest possible time, distributed with a low coefficient of friction, and consumed to the maximum extent possible.

Hmmm, at first glance this seems like a good definition, but the question is how to achieve it?

It's hard to think of many things to do, so we just have to get through one point first.

We estimate that the weakest point is probably the bridge between "where more products are produced with fewer resources" and "where distribution is maximized and consumption is maximized with a low friction coefficient. The first focus of the project will be on reinforcing the bridges.

Why is that?

The physical producers interact frequently in the same place, whereas those who sell for distribution are likely to be scattered due to their characteristics, resulting in relatively low frequency of contact and high volatility as a transmission channel.

Therefore, we consider the cards (cards in hand) to be consciously kept in hand to connect the maker and the seller, or to be systematically combined in advance.

This is the lead (first move), but you never know the trick (result) until you try.

Logo animation, wobbly

The logo animation of the Mogic website has been changed since April 1.

Please access the top page and watch it move after a while.

Actually, the branding team decides on a theme and creates this every year.

This time, he chose "a sense of balance" from among the many Mogic-nesses.

It may seem surprising, but there are all kinds of balances.

While working on a very long-term project, he takes on a very short-term guerrilla war.

You're talking about serious business, and then you unexpectedly get into a sweet fight.

Grow computers, tablets, stuffed octopuses and plants.

All employees, part-timers, and interns will be active in the company.

Flexible hours, no overtime, enjoy your private life.

We don't have quotas or goals, but we're all headed in the same direction.

Teamwork and individual skill development.

Some are in bad shape, some are in good shape.

There are good days and there are bad days.

It would be wobbly, blah, blah, blah.

Crisp and slick.

Every day, it shakes and moves.

Oops.

Be on your guard.

I guess I shouldn't let my guard down.

Don't get used to it and don't forget your first love.

Such feelings are the essence of balance.