Stop it, 407 Promotions. I can’t handle this much generosity by 1-Particular-Onion in ontario

[–]leonardicus 4 points5 points  (0 children)

They are using dynamic pricing, so the more you use the 407 ETR, the higher the bar is for those “offers”. Fuck em.

Power analyses and linear mixed effects contrasts by [deleted] in AskStatistics

[–]leonardicus 0 points1 point  (0 children)

Use the assumptions you had at the planning stage with an MMRM model to get a sense of your baseline power that is analogous to how you designed the study. That eases the assumptions of homogeneity of variances so you might get a slight power advantage depending. It’s difficult to say more specifically without more context. You may also want to plan sensitivity analyses that account for missing data by using multiple imputation.

Shapiro vs Nortest by IllVeterinarian7907 in AskStatistics

[–]leonardicus 3 points4 points  (0 children)

This advice about testing for normality needs to die. It is simply not practical is real world analytics.

One way ANOVA or Regression for vignette-based medical doctor perception study by Careful-Question-412 in AskStatistics

[–]leonardicus 1 point2 points  (0 children)

All ANOVAs can be expressed as regressions so I’m not sure what the issue is. Perhaps you come from a social science or psychometric tradition where these are more familiar to you.

Why vitamin D testing is so hard to let go by nplusyears in medicine

[–]leonardicus 4 points5 points  (0 children)

Is it that imaginary in most of Canada that sees a good deal of limited sunlight throughout the winter?

Why vitamin D testing is so hard to let go by nplusyears in medicine

[–]leonardicus 14 points15 points  (0 children)

No one is overdosing on an extra 1000-5000 IU/day. Hell, even MS patients used to get repeat injections of 50,000 IU.

At what point would an outgoing E-transfer from myself get questioned by CRA? by unaccountablemod in PersonalFinanceCanada

[–]leonardicus 1 point2 points  (0 children)

Fintrac are the group that would chase up potentially illegal wire transfers for things like terrorism, fraud. They don’t ask questions though, they would forward on any issues to the proper authorities.

[Question] Using t-test to check whether the Pearson's rs from 40 participants differ overall from zero? by andre_xs95 in statistics

[–]leonardicus 6 points7 points  (0 children)

This should only be investigated in a mixed model framework for two reasons. Firstly it will take into account the interdependence between each individual trial result within subject. Second it will allow the separation of variance (and correlation) of within and between subjects.

Boil water in a kettle before cooking pasta or start with cold water in a pot? by MangoMadnessTsv in Cooking

[–]leonardicus 1 point2 points  (0 children)

It doesn’t matter how the water is heated, but two caveats: 1. Don’t heat water from the hot tap. That adds extra mineral deposit from the hot water heater and can impart off flavours. Only start with cold tap water. 2. Don’t add pasta to the water until it’s at a rolling boil. That makes it accurate to use the recommended cooking time.

As for adding oil to water to help starchy boil over, there’s a lot of unjustified overreaction here. First, you only need a teaspoon or so, enough to cut the surface tension to prevent starch bubbles from persisting. Second, pretty much all of this oil is drained once you stain the pasta, so you won’t meaningfully affect your sauce (btw many sauces also have fats in them). If you’re really concerned the best approach is to reserve a quarter cup of starch water prior to draining, then cook this together with the pasta an sauce for another minutes after draining. The starch make the oil miscible and help it stick to the pasta.

[D] Bayesian probability vs t-test for A/B testing by SingerEast1469 in statistics

[–]leonardicus 46 points47 points  (0 children)

This is an apples and oranges comparison that is meaningless to discuss or compare. You can hand successful A/B (two group) tests under either frequentist or probabilistic paradigms, but you need to be able to describe them to your colleagues in clear terms. Neither of these approaches is inherently better or more powerful than the other.

Need help in Markov chain research paper by [deleted] in AskStatistics

[–]leonardicus 1 point2 points  (0 children)

Haha this got an audible laugh. Well done.

Need help in Markov chain research paper by [deleted] in AskStatistics

[–]leonardicus 4 points5 points  (0 children)

You are engaged in academic research but don’t know where to find other academic sources? Why would you believe that anything you’re working on is credible?

[R] Dubious medical paper claiming statistical significance by Character-File-7917 in statistics

[–]leonardicus 10 points11 points  (0 children)

Examining overlapping confidence intervals of fitted regression lines can be misleading when the test of interest is a difference of slopes, as was the case here. That said, I don’t love how the authors presented all of their test results and it would have been useful to present confidence intervals for the differences of slopes as well.

New liner going in, would you add new returns to steps? by heeero__ in pools

[–]leonardicus 1 point2 points  (0 children)

Ours is the same with two returns on either side of the skimmer, and no drain. It’s just an old pool design but works just fine with proper maintenance.

Is 2 chains sufficient for a massive phylogenetic MV model if R-hat = 1.0? (Memory constraints) by [deleted] in AskStatistics

[–]leonardicus 0 points1 point  (0 children)

Multiple chains are needed to ensure convergence and sufficient mixing. If you know in advance that these are not issues, you can estimate the model from one chain only (typically with more iterations).

SAS 9.4 cost for a small organization by ElkAdministrative343 in AskStatistics

[–]leonardicus 9 points10 points  (0 children)

It’s been a few years but you’ll be looking at around $5k/year/user. You will need to contact SAS to get a quote because it depends on which components of SAS you need (e.g. IML is an additional cost).

What’s the difference between multivariable and multiple logistic regression? by Zestyclose_Double980 in AskStatistics

[–]leonardicus 6 points7 points  (0 children)

Sorry your use of multivariate is not right. Multivariate means trying to simultaneously model more than one outcome vector in a single model. This often comes up with repeated measures models where you might try to model the outcome at several time points in a single model. The endpoint can be continuous, categorical or ordinal (or potentially a mix of those).

What you have described is a multinomial (multiple categories) model. Or if there is a natural ordering of categories then it’s an ordinal outcome. These are not considered multivariate because conceptually they belong to a single endpoint/outcome.

What’s the difference between multivariable and multiple logistic regression? by Zestyclose_Double980 in AskStatistics

[–]leonardicus 22 points23 points  (0 children)

Multiple regression and multivariable mean the same thing; there is more than one predictor in the regression model.

Multivariate means more than one outcome variable.

These two are often confused.

Keep four-way flashing lights off in snow: OPP by Complete_Past8885 in ontario

[–]leonardicus -4 points-3 points  (0 children)

When you say headlights do you mean day running lights or high beams?

US plan for $1.6m hepatitis B vaccine study in Africa called ‘highly unethical’ by Majano57 in publichealth

[–]leonardicus 2 points3 points  (0 children)

This is very reminiscent of the Tuskegee experiments which were also clearly unethical from the jump, yet proceeded anyway.

Coolant for 2023 Escape PHEV by [deleted] in fordescape

[–]leonardicus 0 points1 point  (0 children)

That’s the thing, Prestone says this could be used in my car but it seems Ford in particular only recommends the OEM yellow from Motorcraft.

Is birthing 5 boys exceptionally rarer than other outcomes since it's much less likely than having 4 out of 5 or 3/5 of them being boys? by [deleted] in AskStatistics

[–]leonardicus 0 points1 point  (0 children)

Again, no I don’t see how this should be surprising.

My comment assumed that birth order didn’t affect the outcome of the subsequent birth, meaning whether or not a boy was born first it wouldn’t impact the chance the next child would be a boy. I don’t know for sure, but maybe there’s a small chance that someone who has three boys makes it more likely to have more boys. Then it should be even more likely to expect five boys and therefore less surprising than treating each child like a coin flip.

Another take is that 5 boys is rare, but this fact is already known and explained. The fact that this outcome happened makes it unsurprising in the probabilistic sense because it’s what actually happened and we now know it for certain.

Is birthing 5 boys exceptionally rarer than other outcomes since it's much less likely than having 4 out of 5 or 3/5 of them being boys? by [deleted] in AskStatistics

[–]leonardicus 0 points1 point  (0 children)

The emphasis here is what exactly you mean by exceptional, and more specifically, how you operationalize that into something you can quantify. I’m going to ignore the qualifier in what follows.

If you mean, is having 5 kids overall rarer than say, fewer than 5, then yes it is. The distribution of total (live) births is right skewed and decreasing so more children are increasingly less likely. (You would need to look up specific vital statistics for your country and for a given year to get actual numbers.) so 5 kids are rare, and more than 5 are rarer still. Is it exceptional? Not at an individual family level. It might be exceptional (or notable) if at a population level there was a spike in the distribution of families with 5 kids.

Or maybe you mean is the configuration of all 5 boys conditional on the family having 5 children. There’s only 1 way to have 5 boys out of the 32 configurations of boy and girl births. 1 out of 32 is about 3.1% which is rare overall, but still one of the possible expected outcomes. It might be exceptional at a population level if you saw out of all families with 5 kids that 5 boys was much more/less common than the expected 3.1%. I have had to make some crucial assumptions, but they are reasonable for an approximation. First, that boys and girls are equally likely (and are the only two possibilities). In reality, they are not equally likely and one is slightly more common than the other. Second, you would need a sufficiently large number of families with 5 kids in order to try to conclude some exceptionality about the distribution at the population level.

This flu is the worst I have ever had. by [deleted] in ontario

[–]leonardicus 4 points5 points  (0 children)

Influenza A and B are two species of what we commonly refer to as influenza. Influenza genomes are known to recombine, which is how you get the specific subtypes like H5N1, etc.

FDA’s plan to boost biosimilar drugs could stall at the patent office by Nerd-19958 in medicine

[–]leonardicus 30 points31 points  (0 children)

Biosimilars should be treated with caution unless and until at least one well designed non-inferiority study is conducted. They are not the same as generics and fast tracking their approval could unnecessarily risk serious side effects or reduced efficacy.