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Statistics: Covid & Vaccines

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I was against being vaccinated. Hate the idea of poison in my body and hate the idea of how quick these vaccines came about and not having the proper protocol attached, however, where I am, which is France ( and am not French), Macron ( French president) has made it, that it is wiser to get vaccinated and that includes everyone, and there is absolutely no exception.

If not vaccinated by end of next month, each time going out, must have a new negative covid test and currently they are free, but will be not free.

I have my first jab 9th of next month and can't wait for it to be over and just hope I do not get a bad reaction, if anything.

I do think they are dangerous in truth, because it gives people a false belief and therefore, many will just ignore what one should still do and cause problems.

I mean, it is suggested we will have another lockdown in the autumn, despite the rise of vaccinated ones.
I 'm a member of anti-vaccination movement in the USA. My views on the vaccination matters are controversial, to say the least. I think I have said enough; this is not a forum for this kind of discussions. I was expelled from couple of forums for "anti-vaccination propaganda" and the spread of "conspiracy theories."
 
I couldn’t open the files. Perhaps, I did something wrong.

The COVID infections data was fluctuating in the USA as well. In the US the agency responsible for collection and analysis of flu infections data is the CDC. The problem with the CDC is that it wasn’t using the actual data on a large scale, instead the agency was collecting the information coming from half a dozen hospitals or so to feed the data into pandemic spread models and made extrapolations based on it. The models themselves are horrendous, but I save the criticism of them for another post.
In the US the agency responsible for approval of medications is FDA. In 2022 former CDC Commissioner, Scott Gottlieb, published a book under the title Uncontrolled Spread. Roughly 2/3 of the book is dedicated to criticism of CDC. The agency is completely inept and its "pandemic research" means nothing.

I don’t know what kind of analysis of COVID data the Canadian government was using but I suspect that they also projected a limited amount of data by using their models.

As far as I know, the models that the CDC had used were developed by the scientists working at Johns Hopkins university.
I attached my SPC charts using PDF. through I made them in excel spread sheets. I don't think the provincial government used a model just collected raw data from, hospitals from each township and region. I plotted two regions and one city. Used standard SPC 3 sigma, every significant event noted, Also had a Ontario chart, including a death chart. When the data data collection ended I made a final change to the complete data set at 5 sigma for the province.
 
Definitely, there is a genetic component to it. I don't have a background in genetics, but i have read several articles written by geneticists. The so-called strength of immune system has little to do with person's general health and age. People whose genetic makeup closely matches a viruses genetic makeup are at higher risk of getting infected with it than people with genetic background distant from the one of the virus. This observation also applies to coronavirus.
My immune system is unique AB positive blood type both parents had this, believe my stroke was caused by covid infection which is why I did the analysis when I was released from hospital I do not believe in coincidence. Currently plot my temperature, blood pressure. and oxygen level daily. Interesting results. I have a back ground in chemical engineering and micro biology which gave me some unusual insights.
 
I 'm a member of anti-vaccination movement in the USA. My views on the vaccination matters are controversial, to say the least. I think I have said enough; this is not a forum for this kind of discussions. I was expelled from couple of forums for "anti-vaccination propaganda" and the spread of "conspiracy theories."
I'm not pro or anti vaccine, I lost my ability to walk twice in my life, first time after a polio vaccine, and second after
I think getting infected by covid, causing a stroke, Even a flu shot left me with flu like symptoms for three days just prior to my retirement. My rare blood type apparently likes to overreact to vaccines. Gives me unusual ability to fight
covid infections or other viruses. Really see this on my temperature chart.
 
The few articles I read correlating covid with blood type were criticized for not including AB in their study. really noticed up here two cities next door to each other huge difference in covid infections. similar populations.
When I Had my stroke ambulance took me to hospital in one city then transferred to hospital in my home city.
One city had double the covid rate, initially of the other. This was eye opening, not well known Either way every thing got politized.
 
My five sigma analysis tells me it is unlikely data was modeled. Did it for province, city of Toronto, and the regions took few minutes. Fortunately the premier of our province believed in follow the science, not spin. I would like To see some of the patterns I see become more know. Cut through the misinformation.
 
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I attached my SPC charts using PDF. through I made them in excel spread sheets. I don't think the provincial government used a model just collected raw data from, hospitals from each township and region. I plotted two regions and one city. Used standard SPC 3 sigma, every significant event noted, Also had a Ontario chart, including a death chart. When the data data collection ended I made a final change to the complete data set at 5 sigma for the province.
I am not familiar with sigma tests. When we were doing analysis of clinical trials data we were using t-tests. These tests are standard tools in evaluations of drugs’ efficacies.

I gather that sigma tests are used for analysis of large amounts of data. Being unfamiliar with the tests I don’t know what kind of conclusions they may lead to. From my point of view, you have discovered very interesting irregularities in the spread of coronavirus, but I don’t know how far the interpretation of them goes.

As a college student, I took a 3-semester course in biostatistics. We were using the book Fundamentals of Biostatistics by B. Rosner. The book doesn’t contain any data on sigma tests.

I did my own analysis of clinical trials data that Pfizer and Moderna submitted for the FDA approval of mRNA vaccines. I will describe the results of my analysis later.
 
I'm not pro or anti vaccine, I lost my ability to walk twice in my life, first time after a polio vaccine, and second after
I think getting infected by covid, causing a stroke, Even a flu shot left me with flu like symptoms for three days just prior to my retirement. My rare blood type apparently likes to overreact to vaccines. Gives me unusual ability to fight
covid infections or other viruses. Really see this on my temperature chart.
I wouldn’t say that I’m against all vaccinations. I’m strongly opposed to mRNA vaccines of all kinds and monkeypox vaccines. As for other types of vaccines, I would have to evaluate them on individual basis, which I haven’t done so far.

My older brother and I were vaccinated with smallpox vaccine only. My middle brother, who is autistic, was vaccinated with smallpox, MMR (measles, mumps and rubella) vaccine, and several other vaccines. I suspect that his autism was caused by the MMR vaccine because it contains thimerosal. But this is a different topic.
 
The few articles I read correlating covid with blood type were criticized for not including AB in their study. really noticed up here two cities next door to each other huge difference in covid infections. similar populations.
When I Had my stroke ambulance took me to hospital in one city then transferred to hospital in my home city.
One city had double the covid rate, initially of the other. This was eye opening, not well known Either way every thing got politized.
This divergence in records could have been caused by poor recordkeeping in one of the cities.

My first job after getting an undergraduate degree was a computer programmer working for a New York City hospital. Medical databases are known for abundance of duplicate records due to the problems with data entry.

In the US, hospitals in a major city are interconnected, but they are not connected to hospitals in other cities. There is a possibility that one city’s computer network takes better care of duplicate records than its counterpart in a neighboring city.

I don’t know how hospital computer networks operate in Canada, but I’m inclined to think that they are based on the same design principles.
 
Both cities are under the same region Peel region so data collect from one source.
Canada system is broken down with provinces responsible for health care also cities so hospitals are not exclusive to a city Peel region has two separate hospital networks, in three cities. what is important is how geographically close they are, determined by province.
 
I am not familiar with sigma tests. When we were doing analysis of clinical trials data we were using t-tests. These tests are standard tools in evaluations of drugs’ efficacies.

I gather that sigma tests are used for analysis of large amounts of data. Being unfamiliar with the tests I don’t know what kind of conclusions they may lead to. From my point of view, you have discovered very interesting irregularities in the spread of coronavirus, but I don’t know how far the interpretation of them goes.

As a college student, I took a 3-semester course in biostatistics. We were using the book Fundamentals of Biostatistics by B. Rosner. The book doesn’t contain any data on sigma tests.

I did my own analysis of clinical trials data that Pfizer and Moderna submitted for the FDA approval of mRNA vaccines. I will describe the results of my analysis later.
Sigma is standard deviations, I did not use t-tests much I am familiar with it. I use control charts more as I dealt with a process when working. On control charts, correlation with out of control conditions via remarks is key out of control is defined as 3 sigma. or runs of six or seven data points on either side of mean. I was trained as a quality engineer
more practical than standard statistics on industrial processes. The chart I used was individuals and moving range.
So two columns. Remarks are significant events.
 
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What I have noticed their is two different branches of statistics theoretical and practical. I was taught practical,
basically how to control processes. From my perspective everything is a process. Covid is so politized now,
the patterns I see, which should be obvious to are being ignored. I was surprised with our premier he stuck with the science, so no fooling around with the way data was collected, passed a normality test. I'm not sure If I can do a Ben ford. test on the data, A Friend of mine collecting his own data said his passed the Benford test.
 
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Three sigma has a probability of one percent five sigma one part per million. I was shocked at the five sigma level
getting exposed to covid and avoiding it was at this level for three days. supporting my hypothesis, only susceptible people actually got infected. So during this time you had a one in a million chance of not being exposed. and sure enough this was when the pandemic peaked, here in Ontario. The most notable thing I noticed is east Indians
are most likely to get infected by the virus. They are also the most likely to have neanderthal DNA. This explained the anomaly with the two cities one city has a very large east Indian population.
 
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Sigma is standard deviations, I did not use t-tests much I am familiar with it. I use control charts more as I dealt with a process when working. On control charts, correlation with out of control conditions via remarks is key out of control is defined as 3 sigma. or runs of six or seven data points on either side of mean. I was trained as a quality engineer
more practical than standard statistics on industrial processes. The chart I used was individuals and moving range.
So two columns. Remarks are significant events.
Since you mentioned standard deviation, it became clear to me what the Sigma analysis is. Now I stand corrected: you don't have to have a large data set to use Sigma analysis.
Our goals were different that yours -- 1. We wanted to collect corrected hospital data in several large cities such as New York, Los Angeles, Chicago and Houston directly, without using unreliable data projections, 2. To make sure that the hospitals located in different states use the same COVID-19 death metric, which was not the case. Depending on these metrics, the death rates in different states were varying widely.
 
My statistics are for one province, Ontario, Our premier was anal about following the science, Which to this day I respect. Every thing I Seen so far tells me the numbers are very accurate. In the type of statistics I use a minimum sample size of 25 data points and normality is all that is important. I Have Provincial data. One city Toronto, And Two
regions Peel and York, they have different ethnic mixes, why I picked them Peel ha a huge south east Indian population, mainly concentrated in one city Brampton, which in joined at the hip with another city Mississauga, both of similar size, yet at the start of the pandemic Brampton had twice as many cases as Mississauga. That was a eye opener.
 
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Three sigma has a probability of one percent five sigma one part per million. I was shocked at the five sigma level
getting exposed to covid and avoiding it was at this level for three days. supporting my hypothesis, only susceptible people actually got infected. So during this time you had a one in a million chance of not being exposed. and sure enough this was when the pandemic peaked, here in Ontario. The most notable thing I noticed is east Indians
are most likely to get infected by the virus. They are also the most likely to have neanderthal DNA. This explained the anomaly with the two cities one city has a very large east Indian population.
Actually, there is a CDC data that supports your conclusion that only susceptible people get infected with coronavirus. The CDC keeps this data close to the chest, but there are glitches even in the most guarded coverups.

Deborah Burk was a coordinator for the White House Covid-19 response team. In an interview with a newspaper she admitted that only 1% of Americans were infected with coronavirus. She also said that if this data becomes known to the population at large, people will stop wearing masks and maintain social distancing (the interview took place before the release of COVID vaccines).
 
The only politics I noticed here was the politicians noticed the Brampton had a lot on Indians when the caught covid a whole family would pass away as they shared genes, made sure our city got vaccines before other cities for future voting as immigrants historically vote liberal. My Indian friends knew there community had an issue told me quietly do not make too much an issue with what I was seeing as they feared the backlash as covid carriers. Even know If I go to a party and an Indian is present My temperature go up to 37 Celcius a few days later.

My only issue is sitting on these stats and seeing these patterns. Even now 5 years on The USA and India had the highest rates of covid, Let the truth get out. 85 percent of the population of European extraction did not require a vaccine.
 
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I believe that vaccines are great as a method. Our family has been fine with most of them, but some have been losers.
Gardasil has harmed more people than it has helped --and has the lawsuits to prove it! That is why the Covid vaccines have insisted on legal immunity.

And people with immune system issues should not be so quick to try new ones until they have been cleared for us.
 
I had three shots one each of the majors types terrified of after effects, due to having lost my ability to walk 50 years ago due to the polio vaccine, I had just left the hospital recovering from a stroke where I had to relearn how to walk a second time, most likely caused from catching covid at the beginning of the pandemic. I have no issues with vaccines believe they are effective but my immune system is so sensitive to anything foreign being injected that I'm extremely wary of them,
 
Woke up this morning with high fever 38.9 degrees Celsius 39 is call an ambulance territory. probably covid. would have got infected at sons place 3 days ago or got infected at sisters place yesterday with really easy to catch version.
hopefully it will clear up in a few hours. Walk in clinic across street having fun typing this brain fried. Was shaking like crazy 5 o'clock in morning. Temperature back to normal 3'oclock I guess my body killed the virus over the last few hour.
 
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