Lazard Stock Forward View - Double Exponential Smoothing

LAZ Stock  USD 54.04  1.69  3.23%   
Lazard Stock outlook is based on your current time horizon.
At this time, The relative strength indicator of Lazard's share price is at 56. This indicates 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 Lazard, making its price go up or down.

Momentum 56

 Buy Extended

 
Oversold
 
Overbought
The successful prediction of Lazard's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Lazard, which may create opportunities for some arbitrage if properly timed. Below are the key fundamental drivers impacting Lazard's stock price prediction:
Quarterly Earnings Growth
(0.43)
EPS Estimate Next Quarter
0.7312
EPS Estimate Current Year
3.6522
EPS Estimate Next Year
4.8686
Wall Street Target Price
60.375
Using Lazard hype-based prediction, you can estimate the value of Lazard from the perspective of Lazard response to recently generated media hype and the effects of current headlines on its competitors. We also analyze overall investor sentiment towards Lazard using Lazard's stock options and short interest. It helps to benchmark the overall future attitude of investors towards Lazard using crowd psychology based on the activity and movement of Lazard's stock price.

Lazard Short Interest

An investor who is long Lazard may also wish to track short interest. As short interest increases, investors should be becoming more worried about Lazard and may potentially protect profits, hedge Lazard with its derivative instruments, or be ready for some potential downside.
200 Day MA
49.6247
Short Percent
0.0568
Short Ratio
6.02
Shares Short Prior Month
4.9 M
50 Day MA
51.087

Lazard Relative Strength Index

The Double Exponential Smoothing forecasted value of Lazard on the next trading day is expected to be 54.05 with a mean absolute deviation of 0.87 and the sum of the absolute errors of 51.16.

Lazard Hype to Price Pattern

Investor biases related to Lazard's public news can be used to forecast risks associated with an investment in Lazard. The trend in average sentiment can be used to explain how an investor holding Lazard can time the market purely based on public headlines and social activities around Lazard. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.
Some investors profit by finding stocks that are overvalued or undervalued based on market sentiment. The correlation of Lazard's market sentiment to its price can help taders to make decisions based on the overall investors consensus about Lazard.

Lazard Implied Volatility

    
  0.51  
Lazard's implied volatility exposes the market's sentiment of Lazard stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if Lazard's implied volatility is high, the market thinks the stock has potential for high price swings in either direction. On the other hand, the low implied volatility suggests that Lazard stock will not fluctuate a lot when Lazard's options are near their expiration.
The Double Exponential Smoothing forecasted value of Lazard on the next trading day is expected to be 54.05 with a mean absolute deviation of 0.87 and the sum of the absolute errors of 51.16.

Lazard after-hype prediction price

    
  USD 53.96  
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 Lazard to cross-verify your projections.
For more information on how to buy Lazard Stock please use our How to Invest in Lazard guide.

Prediction based on Rule 16 of the current Lazard contract

Based on the Rule 16, the options market is currently suggesting that Lazard will have an average daily up or down price movement of about 0.0319% per day over the life of the 2026-03-20 option contract. With Lazard trading at USD 54.04, that is roughly USD 0.0172 . If you think that the market is fully incorporating Lazard's daily price movement you should consider acquiring Lazard options at the current volatility level of 0.51%. But if you have an opposite viewpoint you should avoid it and even consider selling them.

Open Interest Against 2026-03-20 Lazard Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast Lazard's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Lazard's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Lazard stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Lazard's open interest, investors have to compare it to Lazard's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Lazard is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Lazard. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.

Lazard Additional Predictive Modules

Most predictive techniques to examine Lazard price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Lazard using various technical indicators. When you analyze Lazard 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.
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Lazard works best with periods where there are trends or seasonality.

Lazard Double Exponential Smoothing Price Forecast For the 5th of February

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Lazard on the next trading day is expected to be 54.05 with a mean absolute deviation of 0.87, mean absolute percentage error of 1.39, and the sum of the absolute errors of 51.16.
Please note that although there have been many attempts to predict Lazard Stock prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Lazard's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Lazard Stock Forecast Pattern

Backtest Lazard  Lazard Price Prediction  Research Analysis  

Lazard Forecasted Value

In the context of forecasting Lazard'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. Lazard's downside and upside margins for the forecasting period are 51.94 and 56.16, respectively. We have considered Lazard'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
54.04
54.05
Expected Value
56.16
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Lazard stock data series using in forecasting. Note that when a statistical model is used to represent Lazard 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 CriteriaHuge
BiasArithmetic mean of the errors 0.1616
MADMean absolute deviation0.8671
MAPEMean absolute percentage error0.017
SAESum of the absolute errors51.1578
When Lazard prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any Lazard trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Lazard observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Lazard

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lazard. 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
51.8553.9656.07
Details
Intrinsic
Valuation
LowRealHigh
48.6456.3158.42
Details
Bollinger
Band Projection (param)
LowMiddleHigh
49.3852.1754.96
Details
8 Analysts
Consensus
LowTargetHigh
54.9460.3867.02
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Lazard. Your research has to be compared to or analyzed against Lazard's peers to derive any actionable benefits. When done correctly, Lazard's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Lazard.

Lazard After-Hype Price Density Analysis

As far as predicting the price of Lazard 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 Lazard 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 Lazard, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Lazard Estimiated After-Hype Price Volatility

In the context of predicting Lazard's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Lazard's historical news coverage. Lazard's after-hype downside and upside margins for the prediction period are 51.85 and 56.07, respectively. We have considered Lazard'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 compare with traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
54.04
53.96
After-hype Price
56.07
Upside
Lazard is very steady at this time. Analysis and calculation of next after-hype price of Lazard is based on 3 months time horizon.

Lazard Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Lazard is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Lazard 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 Lazard, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.16 
2.11
  0.08 
  0.08 
7 Events / Month
6 Events / Month
In about 7 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
54.04
53.96
0.15 
448.94  
Notes

Lazard Hype Timeline

On the 4th of February Lazard is traded for 54.04. The entity has historical hype elasticity of -0.08, and average elasticity to hype of competition of -0.08. Lazard is forecasted to decline in value after the next headline, with the price expected to drop to 53.96. The average volatility of media hype impact on the company price is over 100%. The price depreciation on the next news is expected to be -0.15%, whereas the daily expected return is now at 0.16%. The volatility of related hype on Lazard is about 438.67%, with the expected price after the next announcement by competition of 53.96. About 92.0% of the company shares are owned by institutional investors. The company has Price/Earnings To Growth (PEG) ratio of 1.0. Lazard last dividend was issued on the 9th of February 2026. Considering the 90-day investment horizon the next forecasted press release will be in about 7 days.
Check out Historical Fundamental Analysis of Lazard to cross-verify your projections.
For more information on how to buy Lazard Stock please use our How to Invest in Lazard guide.

Lazard Related Hype Analysis

Having access to credible news sources related to Lazard's direct competition is more important than ever and may enhance your ability to predict Lazard's future price movements. Getting to know how Lazard'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 Lazard may potentially react to the hype associated with one of its peers.
Hype
Elasticity
News
Density
Semi
Deviation
Information
Ratio
Potential
Upside
Value
At Risk
Maximum
Drawdown
MCMoelis Co(1.74)10 per month 1.91  0.02  3.36 (3.50) 9.78 
SNEXStonex Group(2.54)9 per month 1.89  0.12  4.36 (3.12) 9.30 
BGCBGC Group 0.08 9 per month 1.53 (0.03) 2.45 (2.84) 6.73 
PJTPJT Partners(4.93)10 per month 0.00 (0.05) 3.08 (4.73) 10.14 
RJFRaymond James Financial(2.86)6 per month 1.33  0.03  2.22 (2.20) 5.52 
VIRTVirtu Financial 0.69 9 per month 1.70  0.07  2.81 (2.32) 13.20 
NNINelnet Inc 2.77 8 per month 1.30  0.01  2.43 (2.15) 6.95 
PIPRPiper Sandler Companies 3.80 10 per month 1.95  0  3.02 (3.13) 9.28 
AUBAtlantic Union Bankshares(0.42)6 per month 0.99  0.17  3.79 (1.90) 9.06 
FFINFirst Financial Bankshares 0.34 10 per month 1.18  0.06  2.72 (1.75) 7.40 

Other Forecasting Options for Lazard

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

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

Lazard Market Strength Events

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

Lazard Risk Indicators

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

The number of cover stories for Lazard depends on current market conditions and Lazard's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Lazard 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 Lazard's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Lazard Short Properties

Lazard's future price predictability will typically decrease when Lazard's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Lazard often depends not only on the future outlook of the potential Lazard'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. Lazard's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding106.3 M
Cash And Short Term Investments1.7 B

Additional Tools for Lazard Stock Analysis

When running Lazard's price analysis, check to measure Lazard'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 Lazard is operating at the current time. Most of Lazard's value examination focuses on studying past and present price action to predict the probability of Lazard's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Lazard's price. Additionally, you may evaluate how the addition of Lazard to your portfolios can decrease your overall portfolio volatility.