Celestica Stock Forecast - Simple Regression

CLS Stock  USD 333.17  24.92  8.08%   
Celestica Stock outlook is based on your current time horizon.
At this time, The relative strength index (RSI) of Celestica's share price is at 53 suggesting that the stock is in nutural position, most likellhy at or near its resistance level. The main idea of RSI analysis is to track how fast people are buying or selling Celestica, making its price go up or down.

Momentum 53

 Impartial

 
Oversold
 
Overbought
The successful prediction of Celestica's future price could yield a significant profit. Please, note that this module is not intended to be used solely to calculate an intrinsic value of Celestica and does not consider all of the tangible or intangible factors available from Celestica's fundamental data. We analyze noise-free headlines and recent hype associated with Celestica, which may create opportunities for some arbitrage if properly timed.
Using Celestica hype-based prediction, you can estimate the value of Celestica from the perspective of Celestica response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of Celestica on the next trading day is expected to be 300.62 with a mean absolute deviation of 14.82 and the sum of the absolute errors of 918.77.

Celestica after-hype prediction price

    
  USD 333.17  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Check out Historical Fundamental Analysis of Celestica to cross-verify your projections.
For more information on how to buy Celestica Stock please use our How to Invest in Celestica guide.

Celestica Additional Predictive Modules

Most predictive techniques to examine Celestica price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Celestica using various technical indicators. When you analyze Celestica charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Simple Regression model is a single variable regression model that attempts to put a straight line through Celestica price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Celestica Simple Regression Price Forecast For the 29th of January

Given 90 days horizon, the Simple Regression forecasted value of Celestica on the next trading day is expected to be 300.62 with a mean absolute deviation of 14.82, mean absolute percentage error of 340.48, and the sum of the absolute errors of 918.77.
Please note that although there have been many attempts to predict Celestica 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 Celestica's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Celestica Stock Forecast Pattern

Backtest Celestica  Celestica Price Prediction  Buy or Sell Advice  

Celestica Forecasted Value

In the context of forecasting Celestica's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Celestica's downside and upside margins for the forecasting period are 295.71 and 305.53, respectively. We have considered Celestica's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
333.17
295.71
Downside
300.62
Expected Value
305.53
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Celestica stock data series using in forecasting. Note that when a statistical model is used to represent Celestica 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 Criteria125.7787
BiasArithmetic mean of the errors None
MADMean absolute deviation14.8189
MAPEMean absolute percentage error0.0475
SAESum of the absolute errors918.7722
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Celestica historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Celestica

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Celestica. 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
328.30333.17338.04
Details
Intrinsic
Valuation
LowRealHigh
266.00270.87366.49
Details
Bollinger
Band Projection (param)
LowMiddleHigh
286.44306.44326.43
Details

Celestica After-Hype Price Density Analysis

As far as predicting the price of Celestica at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Celestica or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of Celestica, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Celestica Estimiated After-Hype Price Volatility

In the context of predicting Celestica's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Celestica's historical news coverage. Celestica's after-hype downside and upside margins for the prediction period are 328.30 and 338.04, respectively. We have considered Celestica's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
333.17
328.30
Downside
333.17
After-hype Price
338.04
Upside
Celestica is very steady at this time. Analysis and calculation of next after-hype price of Celestica is based on 3 months time horizon.

Celestica Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Celestica is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Celestica backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Celestica, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.09 
4.91
  0.16 
  0.40 
20 Events / Month
7 Events / Month
In about 20 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
333.17
333.17
0.00 
269.78  
Notes

Celestica Hype Timeline

On the 28th of January Celestica is traded for 333.17. The entity has historical hype elasticity of -0.16, and average elasticity to hype of competition of 0.4. Celestica is expected not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is over 100%. The immediate return on the next news is expected to be very small, whereas the daily expected return is currently at 0.09%. %. The volatility of related hype on Celestica is about 111.62%, with the expected price after the next announcement by competition of 333.57. About 74.0% of the company shares are held by institutions such as insurance companies. The company recorded earning per share (EPS) of 6.17. Celestica had not issued any dividends in recent years. The entity had 2:1 split on the 22nd of December 1999. Considering the 90-day investment horizon the next expected press release will be in about 20 days.
Check out Historical Fundamental Analysis of Celestica to cross-verify your projections.
For more information on how to buy Celestica Stock please use our How to Invest in Celestica guide.

Celestica Related Hype Analysis

Having access to credible news sources related to Celestica's direct competition is more important than ever and may enhance your ability to predict Celestica's future price movements. Getting to know how Celestica's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Celestica may potentially react to the hype associated with one of its peers.

Other Forecasting Options for Celestica

For every potential investor in Celestica, whether a beginner or expert, Celestica's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Celestica Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Celestica. Basic forecasting techniques help filter out the noise by identifying Celestica's price trends.

Celestica 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 Celestica stock to make a market-neutral strategy. Peer analysis of Celestica could also be used in its relative valuation, which is a method of valuing Celestica by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Celestica Market Strength Events

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

Celestica Risk Indicators

The analysis of Celestica'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 Celestica's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting celestica 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.

Story Coverage note for Celestica

The number of cover stories for Celestica depends on current market conditions and Celestica's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Celestica is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Celestica's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Celestica Short Properties

Celestica's future price predictability will typically decrease when Celestica's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Celestica often depends not only on the future outlook of the potential Celestica's investors but also on the ongoing dynamics between investors with different trading styles. Because the market risk indicators may have small false signals, it is better to identify suitable times to hedge a portfolio using different long/short signals. Celestica's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding118.7 M
Cash And Short Term Investments423.3 M

Additional Tools for Celestica Stock Analysis

When running Celestica's price analysis, check to measure Celestica's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Celestica is operating at the current time. Most of Celestica's value examination focuses on studying past and present price action to predict the probability of Celestica's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Celestica's price. Additionally, you may evaluate how the addition of Celestica to your portfolios can decrease your overall portfolio volatility.