To learn more about buying prescription eyeglasses online, we spoke to Dr. Christopher Quinn , a past president of the American Optometric Association. And we interviewed seven optometrists, ophthalmologists, and opticians. Note, though, that with optional upgrades or specialty-lens needs, your online costs can quickly add up—sometimes even matching or exceeding what you might encounter in person with an optician.

If you have a hard time finding frames that fit your face or your personal style, shopping around for glasses online may broaden your options. Many online glasses stores have tools to help you find the perfect-fitting pair of glasses for your face, through in-home frame trials and sophisticated virtual try-on tools and, less formally, through generous, no-questions-asked return policies.

To get a jumpstart on finding frames that will fit, check inside the arms of a pair you already own, as many frames are etched with their measurements.

You can then search for the same dimensions in a new set of frames. Many sites also have style-searching tools, so you can quickly find glasses that fit—and that you like the look of.

Buying prescription glasses online is not ideal for everyone. The collective advice from the eight eye-care professionals we talked to was that buying online is generally okay if you have a low or uncomplicated prescription.

Individuals who have very strong prescriptions or other complications, such as the need for prism correction or progressive lenses, may feel more comfortable getting glasses from a brick-and-mortar shop to ensure prescription accuracy though even they can sometimes make mistakes.

Neil Pence of the Indiana University School of Optometry told us. This is understandably frustrating. To buy glasses online, you need two things: a valid prescription and your PD, or pupillary distance. It strictly recommends against online-only eyeglasses prescription renewal services and do-it-yourself prescription checkers.

Optometrist Dr. Camille Cohen pointed out that only in-person eye exams can reveal early signs of glaucoma, diabetes, and high blood pressure.

Pupillary distance is the length in millimeters between your pupils in a single PD number or from your pupils to the center of your nose bridge dual PD. PD values indicate where the company filling your prescription ought to place the horizontal center of vision in the lenses, so you can see clearly through them.

Read more about this and other alignment issues in Should I Buy Glasses Online? Online glasses retailers should ask for your PD when you order frames with prescription lenses.

According to the FDA, currently, only a half-dozen states—including Alaska, Arizona, Kansas, Massachusetts, New Mexico, and Rhode Island— require that your PD be recorded on your prescription. But if your doctor decides to hold this information hostage, you still have options.

These include everything from marking dummy lenses on in-home try-on frames to using a piece of paper and a ruler to virtual eye exams. However, as they said of online and other DIY eye exams, experts we spoke with unanimously advised against trying to determine your PD on your own. Every one of them refused to provide this measurement to someone who was not planning on buying glasses directly from their establishment.

With a few phone calls, you may be able to find a local pro who is willing to measure your PD for a nominal or no fee. There are hundreds of places where you can buy prescription glasses online. We first eliminated any retailer that did not offer some form of try-on service, whether virtual or in-home, because ordering glasses online without a modicum of an idea of what they might look like on your face can lead to wasted time and money.

In , these parameters made it easy for us to narrow down our testing list to two promising online glasses companies that provided free in-home frame trials to customers in the US:. In addition to the free in-home frame trials, Liingo and Warby Parker both offer virtual try-on services through their websites.

Warby Parker also has an outstanding virtual-try-on app iOS only. In , we retested Eyebuydirect, Liingo, Warby Parker, and Zenni.

As they now offer virtual try-on options, we added Lenscrafters and Target Optical to our testing pool. For this guide, we considered only glasses for adults. We did not test any frames or lenses meant for children, though Bonlook, Eyebuydirect, Firmoo, GlassesUSA, Jins, Lenscrafters, Target Optical, Warby Parker, and Zenni all carry kid-size glasses Liingo and Lensabl do not.

To find the best online glasses stores, in we shopped for, ordered, and returned prescription lens-and-frame pairings from each of the retailers we chose to test.

In , two test panelists—one who has a relatively weak single-vision prescription The higher the lens number, the higher the lens index, and the thinner and lighter the plastic of the lenses. Zenni offers 1. All of the retailers that we tested offered lens upgrades, with some offering lenses all the way up to an ultra-thin index of 1.

To make the strongest possible direct comparisons across brands, we had each tester choose near-identical frames and lenses from each retailer.

Of course, there were some slight differences in styles based on the options each retailer offered at the time of our testing. For example, some of the wire-framed glasses that Tester 1 ordered were a slightly different shape than others.

The anti-glare and hydrophobic coatings we ordered differed slightly from pair to pair, depending upon retailer offerings and costs. Firmoo and Zenni allowed us to order basic lenses, with the option to upgrade.

Finally, to test how the four most-promising retailers handled progressive prescriptions, we ordered near-identical plastic frame-and-lens combinations from each. In all of the acetate frames, the difference between the cheapest and best-available lenses was almost imperceptible.

We also found that the weight difference between these thicker basic lenses and thinner, more expensive ones was negligible, ranging from 0 to 2 grams. In wire frames, however, the difference between thick and thinner lenses is generally much more visible. In fact, sometimes pricier, lighter lenses can distort vision more than thicker, basic ones.

Finally, we had an independent eye-care professional evaluate each pair of glasses, to be sure all of the prescriptions were accurate. All were within an acceptable margin of error. In our testing, we used coupons and codes whenever possible designer frames tend to be excluded.

We did end up saving quite a bit of money this way, versus paying the full, published price—though whether we got any true deals is up for debate. Some tips:. Otherwise, you may be able to submit an out-of-network claim for prescription eyeglasses you buy online.

Check with your insurance provider to see how this applies to your benefits. Even though neither of our picks directly take insurance, customers with vision insurance can submit their receipts for out-of-network provider reimbursement. For people who want to easily use vision insurance, even if it means paying a bit more overall, we recommend considering Eyeconic, Lenscrafters, or Target Optical , three retailers that are in network for a variety of insurers.

Ten of the 11 retailers we ordered glasses from offered no-questions-asked return policies. The eleventh retailer, Zenni Optical, offers refunds, less any initial shipping costs. We had no problems with our previous refund transactions at Zenni, nor did we have problems using the store credit we were issued.

Wondering what happens to returned spectacles? We asked each of the retailers we tested what they did with unwanted prescription glasses. Liingo Eyewear by Contacts said it reuses returned frames for its in-home try-on services, as well as donates glasses to various organizations.

Eyebuydirect, Firmoo, GlassesUSA, and Warby Parker all said they partner with charities to distribute glasses to those in need. Zenni donates them to Lions Clubs International.

Of the 11 brands we tested, Eyebuydirect offers the most impressive balance of aesthetics and affordability. For lower single-vision prescriptions, the company offers a plethora of lens-thickness and coating options. Eyebuydirect says glasses can take one to two weeks to produce and mail, but all of our test pairs arrived within seven days of ordering, save for the more-complicated progressives, which arrived within the promised two weeks.

We tried this service and were pleasantly surprised to receive our order within 33 hours of placing it. But in most situations, two weeks should be plenty of time to figure out whether you like your new glasses. v-scope also does double duty by being the place where you set your components default state.

In this line, {{ book. tags jsonify }} is Liquid code that spits out a JavaScript array like ['graphic novel', 'biography']. If you were to view source, that line looks more like normal Vue code:. Next is wiring up the code to set the filter.

If this was a poor accessibility choice or this could be better, let me know, but I personally enjoy the free keyboard interactivity.

Selecting one of the radio buttons updates the filter state via the v-model directive. The UI elements inside will only show up if Vue gets mounted. For more information on customizing the embed code, read Embedding Snippets.

io Find an R package R language docs Run R in your browser. trend Non-Parametric Trend Tests and Change-Point Detection. Functions Source code Man pages R pettitt. test R Documentation Pettitt's Test for Change-Point Detection Description Performes a non-parametric test after Pettitt in order to test for a shift in the central tendency of a time series.

Usage pettitt. test x Arguments x a vector of class "numeric" or a time series object of class "ts" Details In this function, the test is implemented as given by Verstraeten et. References CHR ed. See Also efp sctest. efp Examples data maxau ; plot maxau[,"s"] s.

res data PagesData ; pettitt. test PagesData. Related to pettitt. test in trend

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