Lancaster Colony Stock Forecast - Polynomial Regression

LANCDelisted Stock  USD 172.77  0.80  0.47%   
The Polynomial Regression forecasted value of Lancaster Colony on the next trading day is expected to be 179.35 with a mean absolute deviation of 5.07 and the sum of the absolute errors of 309.34. Lancaster Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Lancaster Colony stock prices and determine the direction of Lancaster Colony's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Lancaster Colony's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Lancaster Colony polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Lancaster Colony as well as the accuracy indicators are determined from the period prices.

Lancaster Colony Polynomial Regression Price Forecast For the 17th of July 2025

Given 90 days horizon, the Polynomial Regression forecasted value of Lancaster Colony on the next trading day is expected to be 179.35 with a mean absolute deviation of 5.07, mean absolute percentage error of 45.35, and the sum of the absolute errors of 309.34.
Please note that although there have been many attempts to predict Lancaster Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Lancaster Colony's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Lancaster Colony Stock Forecast Pattern

Backtest Lancaster ColonyLancaster Colony Price PredictionBuy or Sell Advice 

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Lancaster Colony stock data series using in forecasting. Note that when a statistical model is used to represent Lancaster Colony stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria121.925
BiasArithmetic mean of the errors None
MADMean absolute deviation5.0711
MAPEMean absolute percentage error0.0293
SAESum of the absolute errors309.3395
A single variable polynomial regression model attempts to put a curve through the Lancaster Colony historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Lancaster Colony

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lancaster Colony. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
170.28172.80175.32
Details
Intrinsic
Valuation
LowRealHigh
145.41147.93190.05
Details
Bollinger
Band Projection (param)
LowMiddleHigh
164.96167.97170.98
Details

Lancaster Colony Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Lancaster Colony stock to make a market-neutral strategy. Peer analysis of Lancaster Colony could also be used in its relative valuation, which is a method of valuing Lancaster Colony by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Lancaster Colony Market Strength Events

Market strength indicators help investors to evaluate how Lancaster Colony stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Lancaster Colony shares will generate the highest return on investment. By undertsting and applying Lancaster Colony stock market strength indicators, traders can identify Lancaster Colony entry and exit signals to maximize returns.

Lancaster Colony Risk Indicators

The analysis of Lancaster Colony's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Lancaster Colony's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting lancaster stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.
Check out Correlation Analysis to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in board of governors.
You can also try the Stock Tickers module to use high-impact, comprehensive, and customizable stock tickers that can be easily integrated to any websites.

Other Consideration for investing in Lancaster Stock

If you are still planning to invest in Lancaster Colony check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Lancaster Colony's history and understand the potential risks before investing.
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